Browse SoTA > Computer Vision

Computer Vision

5598 benchmarks • 1624 tasks • 3684 datasets • 66287 papers with code

10-shot image generation

Semantic Segmentation

  353 benchmarks
6626 papers with code

Decoder

  1 benchmark
4344 papers with code

Object

3977 papers with code

Image Restoration

  75 benchmarks
657 papers with code

Text-to-Image Generation

  20 benchmarks
540 papers with code
See all 22 tasks

3D

Object Detection

  410 benchmarks
4649 papers with code

Pose Estimation

  217 benchmarks
1664 papers with code

Depth Estimation

  58 benchmarks
1024 papers with code

3D Reconstruction

  40 benchmarks
785 papers with code

Neural Rendering

204 papers with code
See all 44 tasks

Semantic Segmentation

Semantic Segmentation

  353 benchmarks
6626 papers with code

Tumor Segmentation

  4 benchmarks
311 papers with code

Panoptic Segmentation

  33 benchmarks
255 papers with code

3D Semantic Segmentation

  24 benchmarks
214 papers with code

Weakly-Supervised Semantic Segmentation

  10 benchmarks
168 papers with code
See all 30 tasks

2D Classification

Object Detection

  410 benchmarks
4649 papers with code

Articles

  2 benchmarks
1116 papers with code

Style Transfer

  5 benchmarks
759 papers with code

Deblurring

  34 benchmarks
417 papers with code

Backdoor Attack

216 papers with code
See all 27 tasks

16k

Object Detection

  410 benchmarks
4649 papers with code

Image Super-Resolution

  85 benchmarks
782 papers with code

3D Object Detection

  93 benchmarks
761 papers with code

Image Deblurring

  10 benchmarks
167 papers with code

Scene Generation

  6 benchmarks
117 papers with code
See all 7 tasks

Representation Learning

Representation Learning

  16 benchmarks
4637 papers with code

Disentanglement

  3 benchmarks
742 papers with code

Graph Representation Learning

  2 benchmarks
480 papers with code

Sentence Embeddings

  3 benchmarks
255 papers with code

Network Embedding

166 papers with code
See all 17 tasks

Classification

Classification

  372 benchmarks
3769 papers with code

Text Classification

  182 benchmarks
1304 papers with code

Graph Classification

  77 benchmarks
484 papers with code

Multi-class Classification

  5 benchmarks
287 papers with code

Audio Classification

  25 benchmarks
184 papers with code
See all 25 tasks

Object Detection

Object Detection

  410 benchmarks
4649 papers with code

3D Object Detection

  93 benchmarks
761 papers with code

Real-Time Object Detection

  8 benchmarks
133 papers with code

RGB Salient Object Detection

  33 benchmarks
99 papers with code

Few-Shot Object Detection

  16 benchmarks
97 papers with code
See all 43 tasks

Retrieval

Retrieval

  28 benchmarks
5231 papers with code

Text Retrieval

  16 benchmarks
331 papers with code

Deep Hashing

56 papers with code

Table Retrieval

  1 benchmark
15 papers with code

Image Classification

Image Classification

  492 benchmarks
4627 papers with code

Out of Distribution (OOD) Detection

  3 benchmarks
317 papers with code

Few-Shot Image Classification

  117 benchmarks
219 papers with code

Fine-Grained Image Classification

  37 benchmarks
200 papers with code

Learning with noisy labels

  20 benchmarks
143 papers with code
See all 34 tasks

2D Object Detection

Object Detection

  410 benchmarks
4649 papers with code

Edge Detection

  8 benchmarks
148 papers with code

2D Object Detection

  467 benchmarks
118 papers with code

Open Vocabulary Object Detection

  6 benchmarks
92 papers with code

Thermal Image Segmentation

  7 benchmarks
70 papers with code
See all 17 tasks

Reinforcement Learning (RL)

Reinforcement Learning (RL)

  6 benchmarks
4698 papers with code

Off-policy evaluation

102 papers with code

Multi-Objective Reinforcement Learning

55 papers with code

3D Point Cloud Reinforcement Learning

  1 benchmark
2 papers with code

RoomEnv-v0

  1 benchmark
1 papers with code
See all 7 tasks

Image Generation

Image Generation

  250 benchmarks
3085 papers with code

Image-to-Image Translation

  62 benchmarks
551 papers with code

Text-to-Image Generation

  20 benchmarks
540 papers with code

Image Inpainting

  17 benchmarks
331 papers with code

Image Manipulation

  1 benchmark
201 papers with code
See all 25 tasks

Domain Adaptation

Domain Adaptation

  166 benchmarks
2387 papers with code

Unsupervised Domain Adaptation

  49 benchmarks
866 papers with code

Domain Generalization

  25 benchmarks
850 papers with code

Test-time Adaptation

  1 benchmark
225 papers with code

Source-Free Domain Adaptation

  15 benchmarks
103 papers with code
See all 14 tasks

Data Augmentation

Data Augmentation

  4 benchmarks
3218 papers with code

Image Augmentation

  1 benchmark
126 papers with code

Text Augmentation

41 papers with code

Denoising

Denoising

  155 benchmarks
2808 papers with code

Image Denoising

  22 benchmarks
506 papers with code

Color Image Denoising

  80 benchmarks
32 papers with code

Sar Image Despeckling

11 papers with code

Grayscale Image Denoising

  41 benchmarks
9 papers with code
See all 7 tasks

1 Image, 2*2 Stitchi

Pose Estimation

  217 benchmarks
1664 papers with code

Style Transfer

  5 benchmarks
759 papers with code

Text-to-Image Generation

  20 benchmarks
540 papers with code

Music Generation

  1 benchmark
183 papers with code

Voice Conversion

  3 benchmarks
173 papers with code
See all 12 tasks

Autonomous Vehicles

Autonomous Driving

  12 benchmarks
2066 papers with code

Autonomous Vehicles

  63 benchmarks
686 papers with code

Autonomous Navigation

  1 benchmark
191 papers with code

Self-Driving Cars

187 papers with code

Simultaneous Localization and Mapping

  2 benchmarks
183 papers with code
See all 16 tasks

Contrastive Learning

Contrastive Learning

  4 benchmarks
3076 papers with code

Meta-Learning

Meta-Learning

  73 benchmarks
1401 papers with code

Few-Shot Learning

  69 benchmarks
1296 papers with code

Sample Probing

1 papers with code

universal meta-learning

1 papers with code

Deep Learning

Deep Learning

2688 papers with code

Polynomial Neural Networks

10 papers with code

Super-Resolution

Super-Resolution

  250 benchmarks
1621 papers with code

Image Super-Resolution

  85 benchmarks
782 papers with code

Video Super-Resolution

  18 benchmarks
155 papers with code

Multi-Frame Super-Resolution

  1 benchmark
16 papers with code

Reference-based Super-Resolution

  1 benchmark
16 papers with code
See all 9 tasks

regression

regression

  7 benchmarks
2438 papers with code

quantile regression

102 papers with code

Travel Time Estimation

  1 benchmark
19 papers with code

Pose Estimation

Pose Estimation

  217 benchmarks
1664 papers with code

3D Human Pose Estimation

  76 benchmarks
351 papers with code

Keypoint Detection

  9 benchmarks
179 papers with code

3D Pose Estimation

  7 benchmarks
152 papers with code

6D Pose Estimation

  9 benchmarks
116 papers with code
See all 18 tasks

Visual Question Answering (VQA)

Visual Question Answering (VQA)

  141 benchmarks
1031 papers with code

Visual Question Answering

  48 benchmarks
1028 papers with code

Machine Reading Comprehension

  4 benchmarks
206 papers with code

Chart Understanding

27 papers with code

Chart Question Answering

  3 benchmarks
25 papers with code
See all 10 tasks

2D Semantic Segmentation

Image Segmentation

  14 benchmarks
2054 papers with code

Text Style Transfer

  3 benchmarks
93 papers with code

Scene Parsing

  68 benchmarks
80 papers with code

2D Semantic Segmentation

  118 benchmarks
49 papers with code

Reflection Removal

  5 benchmarks
38 papers with code
See all 18 tasks

Self-Supervised Learning

Self-Supervised Learning

  10 benchmarks
2289 papers with code

Point Cloud Pre-training

15 papers with code

Unsupervised Video Clustering

Video

Video Generation

  18 benchmarks
597 papers with code

Video Understanding

  23 benchmarks
523 papers with code

Temporal Action Localization

  97 benchmarks
491 papers with code

Video Object Segmentation

  55 benchmarks
295 papers with code

Video Retrieval

  33 benchmarks
255 papers with code
See all 40 tasks

Anomaly Detection

Anomaly Detection

  169 benchmarks
1710 papers with code

Unsupervised Anomaly Detection

  22 benchmarks
225 papers with code

One-Class Classification

72 papers with code

Supervised Anomaly Detection

  2 benchmarks
67 papers with code

Graph Anomaly Detection

  2 benchmarks
50 papers with code
See all 29 tasks

2D Human Pose Estimation

Articles

  2 benchmarks
1116 papers with code

Style Transfer

  5 benchmarks
759 papers with code

2D Human Pose Estimation

  50 benchmarks
69 papers with code

Community Question Answering

  2 benchmarks
50 papers with code

Action Anticipation

  8 benchmarks
49 papers with code
See all 7 tasks

Sentiment Analysis

Sentiment Analysis

  97 benchmarks
1507 papers with code

Aspect-Based Sentiment Analysis (ABSA)

  33 benchmarks
185 papers with code

Multimodal Sentiment Analysis

  5 benchmarks
93 papers with code

Aspect Sentiment Triplet Extraction

  4 benchmarks
29 papers with code

Twitter Sentiment Analysis

  1 benchmark
14 papers with code
See all 16 tasks

Fairness

Fairness

  9 benchmarks
1705 papers with code

Exposure Fairness

8 papers with code

Medical Image Segmentation

Medical Image Segmentation

  148 benchmarks
1073 papers with code

Lesion Segmentation

  10 benchmarks
268 papers with code

Brain Tumor Segmentation

  11 benchmarks
179 papers with code

Cell Segmentation

  12 benchmarks
90 papers with code

Semi-supervised Medical Image Segmentation

  7 benchmarks
78 papers with code
See all 33 tasks

3D Object Super-Resolution

Super-Resolution

  250 benchmarks
1621 papers with code

Activity Recognition

Action Recognition

  172 benchmarks
1056 papers with code

Activity Recognition

  208 benchmarks
329 papers with code

Human Activity Recognition

  9 benchmarks
194 papers with code

Group Activity Recognition

  2 benchmarks
18 papers with code

Egocentric Activity Recognition

  2 benchmarks
14 papers with code
See all 12 tasks

Few-Shot Learning

Few-Shot Learning

  69 benchmarks
1296 papers with code

One-Shot Learning

  1 benchmark
107 papers with code

Few-Shot Semantic Segmentation

  17 benchmarks
102 papers with code

Cross-Domain Few-Shot

  10 benchmarks
80 papers with code

Unsupervised Few-Shot Learning

13 papers with code
See all 13 tasks

Quantization

Quantization

  12 benchmarks
1580 papers with code

Data Free Quantization

  2 benchmarks
16 papers with code

UNET Quantization

1 papers with code

Text-to-Image Generation

  20 benchmarks
540 papers with code

Deblurring

  34 benchmarks
417 papers with code

Conformal Prediction

274 papers with code

Image Deblurring

  10 benchmarks
167 papers with code

Face Detection

  17 benchmarks
146 papers with code
See all 24 tasks

Depth Estimation

Depth Estimation

  58 benchmarks
1024 papers with code

Monocular Depth Estimation

  25 benchmarks
429 papers with code

Stereo Depth Estimation

  6 benchmarks
55 papers with code

Depth And Camera Motion

  8 benchmarks
14 papers with code

3D Depth Estimation

  2 benchmarks
12 papers with code
See all 11 tasks

Optical Character Recognition (OCR)

Active Learning

  3 benchmarks
908 papers with code

Optical Character Recognition (OCR)

  30 benchmarks
442 papers with code

Handwritten Text Recognition

  13 benchmarks
56 papers with code

Handwriting Recognition

  6 benchmarks
53 papers with code

Handwritten Digit Recognition

  2 benchmarks
29 papers with code
See all 11 tasks

Facial Recognition and Modelling

Face Recognition

  48 benchmarks
669 papers with code

Face Swapping

  4 benchmarks
348 papers with code

Facial Expression Recognition (FER)

  29 benchmarks
156 papers with code

Face Detection

  17 benchmarks
146 papers with code

Face Generation

  12 benchmarks
144 papers with code
See all 32 tasks

Object Tracking

Object Tracking

  93 benchmarks
758 papers with code

Multi-Object Tracking

  28 benchmarks
278 papers with code

Visual Object Tracking

  26 benchmarks
184 papers with code

Multiple Object Tracking

  13 benchmarks
148 papers with code

Video Object Tracking

  4 benchmarks
71 papers with code
See all 11 tasks

Continual Learning

Continual Learning

  62 benchmarks
1129 papers with code

Class Incremental Learning

  25 benchmarks
298 papers with code

Continual Named Entity Recognition

  3 benchmarks
3 papers with code

Continual Panoptic Segmentation

2 papers with code

unsupervised class-incremental learning

2 papers with code
See all 6 tasks

Zero-Shot Learning

Zero-Shot Learning

  178 benchmarks
782 papers with code

Temporal Action Localization

  97 benchmarks
491 papers with code

Generalized Zero-Shot Learning

  12 benchmarks
63 papers with code

Compositional Zero-Shot Learning

  4 benchmarks
31 papers with code

Multi-label zero-shot learning

  3 benchmarks
15 papers with code
See all 8 tasks

Instance Segmentation

Instance Segmentation

  107 benchmarks
1150 papers with code

Referring Expression Segmentation

  23 benchmarks
95 papers with code

3D Instance Segmentation

  11 benchmarks
72 papers with code

Unsupervised Object Segmentation

  9 benchmarks
23 papers with code

Real-time Instance Segmentation

  8 benchmarks
22 papers with code
See all 18 tasks

Action Recognition

Action Recognition

  172 benchmarks
1056 papers with code

Action Recognition In Videos

  25 benchmarks
71 papers with code

3D Action Recognition

  65 benchmarks
38 papers with code

Self-Supervised Action Recognition

  6 benchmarks
35 papers with code

Few Shot Action Recognition

  5 benchmarks
31 papers with code
See all 16 tasks

Scene Understanding

Scene Understanding

  28 benchmarks
709 papers with code

Video Semantic Segmentation

  6 benchmarks
418 papers with code

Visual Relationship Detection

  7 benchmarks
37 papers with code

Lighting Estimation

18 papers with code

3D Room Layouts From A Single RGB Panorama

  3 benchmarks
9 papers with code
See all 8 tasks

Scene Parsing

Scene Understanding

  28 benchmarks
709 papers with code

Scene Graph Generation

  9 benchmarks
151 papers with code

Scene Text Recognition

  15 benchmarks
146 papers with code

Scene Parsing

  68 benchmarks
80 papers with code

Scene Recognition

  8 benchmarks
68 papers with code
See all 10 tasks

Adversarial Attack

Adversarial Attack

  3 benchmarks
742 papers with code

Backdoor Attack

216 papers with code

Adversarial Text

51 papers with code

Adversarial Attack Detection

16 papers with code

Real-World Adversarial Attack

13 papers with code

Image Reconstruction

Image Reconstruction

  31 benchmarks
704 papers with code

MRI Reconstruction

  6 benchmarks
198 papers with code

CT Reconstruction

66 papers with code

Blind Super-Resolution

  18 benchmarks
43 papers with code

Film Removal

1 papers with code
See all 6 tasks

Emotion Recognition

Emotion Recognition

  69 benchmarks
613 papers with code

Speech Emotion Recognition

  20 benchmarks
140 papers with code

Emotion Recognition in Conversation

  16 benchmarks
81 papers with code

Multimodal Emotion Recognition

  7 benchmarks
80 papers with code

Facial Emotion Recognition

  2 benchmarks
27 papers with code
See all 13 tasks

Image Retrieval

Image Retrieval

  80 benchmarks
832 papers with code

Sketch-Based Image Retrieval

  3 benchmarks
40 papers with code

Content-Based Image Retrieval

  3 benchmarks
34 papers with code

Composed Image Retrieval (CoIR)

  14 benchmarks
14 papers with code

Medical Image Retrieval

  1 benchmark
14 papers with code
See all 11 tasks

Active Learning

Active Learning

  3 benchmarks
908 papers with code

Active Object Detection

  2 benchmarks
6 papers with code

3D Object Detection

3D Object Detection

  93 benchmarks
761 papers with code

Monocular 3D Object Detection

  16 benchmarks
87 papers with code

Robust 3D Object Detection

  2 benchmarks
16 papers with code

Multiview Detection

  5 benchmarks
14 papers with code

3D Object Detection From Stereo Images

  3 benchmarks
12 papers with code
See all 6 tasks

Dimensionality Reduction

Dimensionality Reduction

  2 benchmarks
859 papers with code

Supervised dimensionality reduction

18 papers with code

Online nonnegative CP decomposition

1 papers with code

Survey

Survey

868 papers with code

Image Restoration

Image Restoration

  75 benchmarks
657 papers with code

Demosaicking

64 papers with code

Blind Super-Resolution

  18 benchmarks
43 papers with code

Spectral Reconstruction

  4 benchmarks
36 papers with code

Underwater Image Restoration

  1 benchmark
25 papers with code
See all 14 tasks

Optical Flow Estimation

Optical Flow Estimation

  10 benchmarks
794 papers with code

Video Stabilization

28 papers with code

Style Transfer

Style Transfer

  5 benchmarks
759 papers with code

Image Stylization

30 papers with code

Font Style Transfer

5 papers with code

Style Generalization

5 papers with code

Face Transfer

4 papers with code
See all 7 tasks

Image Captioning

Image Captioning

  41 benchmarks
772 papers with code

3D dense captioning

  2 benchmarks
13 papers with code

controllable image captioning

7 papers with code

Aesthetic Image Captioning

2 papers with code

Relational Captioning

  1 benchmark
2 papers with code
See all 9 tasks

Action Localization

Temporal Action Localization

  97 benchmarks
491 papers with code

Action Localization

  113 benchmarks
169 papers with code

Action Segmentation

  15 benchmarks
99 papers with code

Spatio-Temporal Action Localization

  1 benchmark
14 papers with code

Unusual Activity Localization

1 papers with code

Drawing Pictures

Style Transfer

  5 benchmarks
759 papers with code

Person Re-Identification

Person Re-Identification

  68 benchmarks
582 papers with code

Unsupervised Person Re-Identification

  19 benchmarks
62 papers with code

Video-Based Person Re-Identification

38 papers with code

Generalizable Person Re-identification

  5 benchmarks
24 papers with code

Occluded Person Re-Identification

23 papers with code
See all 14 tasks

Action Detection

Action Detection

  62 benchmarks
277 papers with code

Skeleton Based Action Recognition

  34 benchmarks
218 papers with code

Human Activity Recognition

  9 benchmarks
194 papers with code

Online Action Detection

  3 benchmarks
21 papers with code

Audio-Visual Active Speaker Detection

  2 benchmarks
13 papers with code
See all 9 tasks

Image Enhancement

Image Enhancement

  60 benchmarks
441 papers with code

Low-Light Image Enhancement

  22 benchmarks
181 papers with code

UIE

  28 benchmarks
38 papers with code

Image Relighting

  2 benchmarks
33 papers with code

De-aliasing

9 papers with code
See all 11 tasks

Instruction Following

Instruction Following

  2 benchmarks
599 papers with code

visual instruction following

  1 benchmark
14 papers with code

Object Recognition

Object Recognition

  14 benchmarks
576 papers with code

3D Object Recognition

  4 benchmarks
32 papers with code

Continuous Object Recognition

2 papers with code

Depiction Invariant Object Recognition

  1 benchmark
1 papers with code

Metric Learning

Metric Learning

  8 benchmarks
611 papers with code

Novel View Synthesis

Novel View Synthesis

  24 benchmarks
577 papers with code

Novel LiDAR View Synthesis

3 papers with code

Gournd video synthesis from satellite image

1 papers with code

Multi-Label Classification

Multi-Label Classification

  37 benchmarks
457 papers with code

Missing Labels

50 papers with code

Extreme Multi-Label Classification

31 papers with code

Hierarchical Multi-label Classification

  20 benchmarks
19 papers with code

Medical Code Prediction

  7 benchmarks
16 papers with code

1 Image, 2*2 Stitching

Image-to-Image Translation

  62 benchmarks
551 papers with code

Fake Image Detection

17 papers with code

Text to Image Generation

Text to Image Generation

  2 benchmarks
458 papers with code

Text to 3D

  1 benchmark
102 papers with code

3D Human Pose Estimation

3D Human Pose Estimation

  76 benchmarks
351 papers with code

Pose Prediction

  3 benchmarks
70 papers with code

Monocular 3D Human Pose Estimation

  1 benchmark
69 papers with code

3D Multi-Person Pose Estimation

  9 benchmarks
35 papers with code

3D human pose and shape estimation

  1 benchmark
33 papers with code
See all 10 tasks

Continuous Control

Continuous Control

  76 benchmarks
493 papers with code

Car Racing

22 papers with code

Steering Control

  3 benchmarks
7 papers with code

Drone Controller

3 papers with code

Video Object Segmentation

Video Object Segmentation

  55 benchmarks
295 papers with code

Semi-Supervised Video Object Segmentation

  18 benchmarks
100 papers with code

Unsupervised Video Object Segmentation

  6 benchmarks
53 papers with code

Referring Video Object Segmentation

  5 benchmarks
49 papers with code

Video Salient Object Detection

  10 benchmarks
22 papers with code
See all 8 tasks

3D Face Modelling

Continuous Control

  76 benchmarks
493 papers with code

3D Face Modelling

  343 benchmarks
21 papers with code

Facial Recognition and Modelling

Prompt Engineering

Prompt Engineering

  16 benchmarks
448 papers with code

Visual Prompting

59 papers with code

Imputation

Imputation

  13 benchmarks
474 papers with code

Multivariate Time Series Imputation

  9 benchmarks
29 papers with code

Trajectory Prediction

Trajectory Prediction

  37 benchmarks
344 papers with code

Trajectory Forecasting

  4 benchmarks
89 papers with code

Human motion prediction

66 papers with code

Out-of-Sight Trajectory Prediction

  1 benchmark
1 papers with code

Image Quality Assessment

Image Quality Assessment

  18 benchmarks
317 papers with code

No-Reference Image Quality Assessment

  7 benchmarks
104 papers with code

Full reference image quality assessment

  4 benchmarks
14 papers with code

Full-Reference Image Quality Assessment

13 papers with code

Aesthetics Quality Assessment

  4 benchmarks
12 papers with code
See all 9 tasks

Deblurring

Deblurring

  34 benchmarks
417 papers with code

Blind Image Deblurring

  17 benchmarks
19 papers with code

Single-Image Blind Deblurring

1 papers with code

Out-of-Distribution Detection

Out-of-Distribution Detection

  53 benchmarks
437 papers with code

Video Semantic Segmentation

Video Semantic Segmentation

  6 benchmarks
418 papers with code

Camera shot segmentation

  1 benchmark
1 papers with code

Blind Image Deblurring

Deblurring

  34 benchmarks
417 papers with code

Object Localization

Object Localization

  33 benchmarks
280 papers with code

Weakly-Supervised Object Localization

  8 benchmarks
82 papers with code

Image-Based Localization

  4 benchmarks
25 papers with code

Unsupervised Object Localization

  3 benchmarks
7 papers with code

Monocular 3D Object Localization

4 papers with code
See all 6 tasks

3D Action Recognition

Skeleton Based Action Recognition

  34 benchmarks
218 papers with code

Model Editing

  1 benchmark
105 papers with code

Image Manipulation Detection

  21 benchmarks
38 papers with code

motion retargeting

19 papers with code

Zero Shot Skeletal Action Recognition

  3 benchmarks
7 papers with code
See all 6 tasks

Image Inpainting

Image Inpainting

  17 benchmarks
331 papers with code

Cloud Removal

  2 benchmarks
29 papers with code

Facial Inpainting

  3 benchmarks
24 papers with code

Fine-Grained Image Inpainting

1 papers with code

Visual Reasoning

Visual Reasoning

  19 benchmarks
348 papers with code

Visual Commonsense Reasoning

  7 benchmarks
33 papers with code

Change Detection

Change Detection

  22 benchmarks
365 papers with code

Semi-supervised Change Detection

  8 benchmarks
7 papers with code

Explainable artificial intelligence

Explainable artificial intelligence

  6 benchmarks
304 papers with code

Explainable Models

53 papers with code

Explanation Fidelity Evaluation

  6 benchmarks
6 papers with code

FAD Curve Analysis

1 papers with code

Image Registration

Image Registration

  5 benchmarks
330 papers with code

distortion correction

18 papers with code

Unsupervised Image Registration

12 papers with code

Image Compression

Image Compression

  11 benchmarks
320 papers with code

Feature Compression

28 papers with code

Jpeg Compression Artifact Reduction

4 papers with code

Lossy-Compression Artifact Reduction

3 papers with code

Color Image Compression Artifact Reduction

Visual Grounding

Visual Grounding

  5 benchmarks
294 papers with code

3D visual grounding

39 papers with code

Person-centric Visual Grounding

  1 benchmark
4 papers with code

Phrase Extraction and Grounding (PEG)

1 papers with code

whole slide images

whole slide images

320 papers with code

Ensemble Learning

Ensemble Learning

  1 benchmark
318 papers with code

Video Question Answering

Video Question Answering

  44 benchmarks
240 papers with code

Zero-Shot Video Question Answer

  17 benchmarks
70 papers with code

Few-shot Video Question Answering

1 papers with code

Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence (XAI)

  1 benchmark
295 papers with code

Slice Discovery

6 papers with code

Visual Tracking

Visual Tracking

  22 benchmarks
200 papers with code

Point Tracking

  8 benchmarks
59 papers with code

Rgb-T Tracking

  4 benchmarks
25 papers with code

Real-Time Visual Tracking

10 papers with code

RF-based Visual Tracking

Salient Object Detection

Salient Object Detection

  6 benchmarks
279 papers with code

Saliency Ranking

9 papers with code

RGB-T Salient Object Detection

6 papers with code

DeepFake Detection

DeepFake Detection

  14 benchmarks
244 papers with code

Audio Deepfake Detection

  2 benchmarks
35 papers with code

Synthetic Speech Detection

11 papers with code

Human Detection of Deepfakes

1 papers with code

diffusion-generated faces detection

1 papers with code
See all 6 tasks

Saliency Detection

Saliency Detection

  27 benchmarks
138 papers with code

Saliency Prediction

  12 benchmarks
105 papers with code

Co-Salient Object Detection

  4 benchmarks
23 papers with code

Video Saliency Detection

  5 benchmarks
21 papers with code

Unsupervised Saliency Detection

  3 benchmarks
5 papers with code

Visual Place Recognition

Visual Place Recognition

  42 benchmarks
140 papers with code

geo-localization

76 papers with code

Indoor Localization

48 papers with code

3D Place Recognition

  2 benchmarks
18 papers with code

Conformal Prediction

Conformal Prediction

274 papers with code

Medical Diagnosis

Medical Diagnosis

  6 benchmarks
220 papers with code

Alzheimer's Disease Detection

  1 benchmark
26 papers with code

Retinal OCT Disease Classification

  2 benchmarks
10 papers with code

Thoracic Disease Classification

  1 benchmark
4 papers with code

Blood Cell Count

3 papers with code
See all 6 tasks

Video Captioning

Video Captioning

  21 benchmarks
209 papers with code

Dense Video Captioning

  6 benchmarks
39 papers with code

Boundary Captioning

  1 benchmark
4 papers with code

Live Video Captioning

  1 benchmark
2 papers with code

Visual Text Correction

1 papers with code
See all 7 tasks

Motion Estimation

Motion Estimation

255 papers with code

Text Detection

Text Detection

  1 benchmark
252 papers with code

3D Point Cloud Classification

3D Point Cloud Classification

  23 benchmarks
150 papers with code

3D Object Classification

  6 benchmarks
48 papers with code

Few-Shot 3D Point Cloud Classification

  8 benchmarks
29 papers with code

Supervised Only 3D Point Cloud Classification

  1 benchmark
13 papers with code

Zero-Shot Transfer 3D Point Cloud Classification

  3 benchmarks
11 papers with code

3D Shape Reconstruction from Videos

DeepFake Detection

  14 benchmarks
244 papers with code

Visual Question Answering

Spatial Reasoning

  16 benchmarks
192 papers with code

Object Hallucination

42 papers with code

Explanatory Visual Question Answering

  2 benchmarks
4 papers with code

Vietnamese Visual Question Answering

4 papers with code

MM-Vet v2

1 papers with code

Gesture Recognition

Gesture Recognition

  33 benchmarks
148 papers with code

Hand Gesture Recognition

  18 benchmarks
53 papers with code

Hand-Gesture Recognition

  2 benchmarks
41 papers with code

RF-based Gesture Recognition

Activity Prediction

motion prediction

230 papers with code

Cyber Attack Detection

6 papers with code

Sequential skip prediction

  1 benchmark
4 papers with code

Point Cloud Registration

Point Cloud Registration

  25 benchmarks
229 papers with code

Image to Point Cloud Registration

  1 benchmark
11 papers with code

3D Semantic Segmentation

3D Semantic Segmentation

  24 benchmarks
214 papers with code

Robust 3D Semantic Segmentation

  3 benchmarks
17 papers with code

Real-Time 3D Semantic Segmentation

  1 benchmark
3 papers with code

Unsupervised 3D Semantic Segmentation

  1 benchmark
3 papers with code

furniture segmentation

1 papers with code
See all 6 tasks

3D Point Cloud Interpolation

Point Cloud Registration

  25 benchmarks
229 papers with code

3D Point Cloud Interpolation

  27 benchmarks
5 papers with code

Visual Odometry

Visual Odometry

  9 benchmarks
124 papers with code

Face Anti-Spoofing

  8 benchmarks
80 papers with code

Monocular Visual Odometry

21 papers with code

Rain Removal

Rain Removal

  11 benchmarks
165 papers with code

Single Image Deraining

  9 benchmarks
59 papers with code

Dehazing

Image Dehazing

  15 benchmarks
156 papers with code

Single Image Dehazing

  6 benchmarks
66 papers with code

Dehazing

Video Understanding

Video Quality Assessment

  10 benchmarks
115 papers with code

Anomaly Detection In Surveillance Videos

  7 benchmarks
44 papers with code

Video Alignment

  2 benchmarks
43 papers with code

Temporal Sentence Grounding

  2 benchmarks
16 papers with code

Causal Discovery in Video Reasoning

  1 benchmark
2 papers with code
See all 7 tasks

Hand

Hand Pose Estimation

  23 benchmarks
102 papers with code

Hand Gesture Recognition

  18 benchmarks
53 papers with code

Hand-Gesture Recognition

  2 benchmarks
41 papers with code

Hand Segmentation

11 papers with code

Gesture-to-Gesture Translation

  2 benchmarks
6 papers with code
See all 7 tasks

Earth Observation

Earth Observation

212 papers with code

Visual Localization

Visual Localization

  5 benchmarks
211 papers with code

Robot Navigation

Robot Navigation

  5 benchmarks
164 papers with code

Social Navigation

21 papers with code

PointGoal Navigation

  1 benchmark
15 papers with code

ObjectGoal Navigation

4 papers with code

Sequential Place Learning

4 papers with code
See all 6 tasks

Image Manipulation

Image Manipulation

  1 benchmark
201 papers with code

Stereo Disparity Estimation

Stereo Matching

190 papers with code

Stereo Matching

Stereo Matching

190 papers with code

Image Clustering

Image Clustering

  59 benchmarks
119 papers with code

Online Clustering

  1 benchmark
29 papers with code

Face Clustering

  1 benchmark
22 papers with code

Multi-view Subspace Clustering

  2 benchmarks
17 papers with code

Multi-modal Subspace Clustering

1 papers with code

Colorization

Colorization

  5 benchmarks
176 papers with code

Line Art Colorization

5 papers with code

Point-interactive Image Colorization

  3 benchmarks
4 papers with code

Color Mismatch Correction

2 papers with code

3D Face Animation

Video Super-Resolution

  18 benchmarks
155 papers with code

3D Face Animation

  21 benchmarks
25 papers with code

Human-Object Interaction Detection

Human-Object Interaction Detection

  8 benchmarks
170 papers with code

Affordance Recognition

  2 benchmarks
7 papers with code

Hand-Object Interaction Detection

1 papers with code

Image Editing

Rolling Shutter Correction

  1 benchmark
94 papers with code

Shadow Removal

  6 benchmarks
71 papers with code

Image Editing

  8 benchmarks
8 papers with code

Multimodel-guided image editing

3 papers with code

Joint Deblur and Frame Interpolation

1 papers with code
See all 6 tasks

Object Reconstruction

Object Reconstruction

  9 benchmarks
103 papers with code

3D Object Reconstruction

  9 benchmarks
73 papers with code

Machine Unlearning

Machine Unlearning

171 papers with code

Continual Forgetting

2 papers with code

Multimodal Reasoning

Multimodal Reasoning

  3 benchmarks
128 papers with code

MME

44 papers with code

Image Deblurring

Image Deblurring

  10 benchmarks
167 papers with code

Low-light Image Deblurring and Enhancement

  1 benchmark
3 papers with code

Hyperspectral

Hyperspectral Image Classification

  8 benchmarks
126 papers with code

Hyperspectral Unmixing

30 papers with code

Hyperspectral Image Segmentation

  8 benchmarks
8 papers with code

Classification Of Hyperspectral Images

2 papers with code

Hyperspectral

Image Matching

Semantic correspondence

  8 benchmarks
88 papers with code

Patch Matching

  3 benchmarks
42 papers with code

set matching

19 papers with code

Image Matching

  13 benchmarks
16 papers with code

Matching Disparate Images

Referring Expression

Referring Expression

  1 benchmark
165 papers with code

Point Cloud Classification

Point Cloud Classification

  6 benchmarks
138 papers with code

Jet Tagging

  1 benchmark
21 papers with code

Few-Shot Point Cloud Classification

  3 benchmarks
3 papers with code

Image-to-Image Translation

Unsupervised Image-To-Image Translation

  2 benchmarks
70 papers with code

Synthetic-to-Real Translation

  4 benchmarks
58 papers with code

Multimodal Unsupervised Image-To-Image Translation

  6 benchmarks
14 papers with code

Image-to-Image Regression

10 papers with code

Cross-View Image-to-Image Translation

  8 benchmarks
8 papers with code
See all 11 tasks

Document AI

document understanding

133 papers with code

Document AI

  1 benchmark
23 papers with code

Point Cloud Generation

Point Cloud Completion

  3 benchmarks
97 papers with code

Point Cloud Generation

  7 benchmarks
59 papers with code

Image Dehazing

Image Dehazing

  15 benchmarks
156 papers with code

Crowds

Crowd Counting

  13 benchmarks
151 papers with code

Visual Crowd Analysis

1 papers with code

Crowds

Group Detection In Crowds

Multimodal Large Language Model

Multimodal Large Language Model

152 papers with code

Document Text Classification

Learning with noisy labels

  20 benchmarks
143 papers with code

Multi-Label Classification Of Biomedical Texts

  2 benchmarks
4 papers with code

Political Salient Issue Orientation Detection

  1 benchmark
3 papers with code

3D Point Cloud Reconstruction

3D Point Cloud Classification

  23 benchmarks
150 papers with code

Edge Detection

Edge Detection

  8 benchmarks
148 papers with code

Scene Classification

Scene Classification

  2 benchmarks
148 papers with code

cross-modal alignment

cross-modal alignment

145 papers with code

Reconstruction

3D Human Reconstruction

  10 benchmarks
59 papers with code

Single-View 3D Reconstruction

  12 benchmarks
51 papers with code

4D reconstruction

28 papers with code

Single-Image-Based Hdr Reconstruction

  1 benchmark
4 papers with code

Reconstruction

  28 benchmarks
2 papers with code

Temporal Action Localization

Weakly-supervised Temporal Action Localization

  3 benchmarks
41 papers with code

3D Action Recognition

  65 benchmarks
38 papers with code

Weakly Supervised Action Localization

  9 benchmarks
35 papers with code

Temporal Action Proposal Generation

  3 benchmarks
16 papers with code

Activity Recognition In Videos

  3 benchmarks
10 papers with code
See all 8 tasks

Video Editing

Video Editing

132 papers with code

Video Temporal Consistency

8 papers with code

Motion Synthesis

Motion Synthesis

  13 benchmarks
123 papers with code

motion in-betweening

7 papers with code

Motion Style Transfer

6 papers with code

Temporal Human Motion Composition

1 papers with code

Visual Navigation

Visual Navigation

  6 benchmarks
131 papers with code

ObjectGoal Navigation

4 papers with code

document understanding

document understanding

133 papers with code

Line Items Extraction

Camera Pose Estimation

Camera Pose Estimation

  2 benchmarks
132 papers with code

Panorama Pose Estimation (N-view)

Autonomous Driving

Motion Forecasting

  4 benchmarks
88 papers with code

Bench2Drive

  1 benchmark
19 papers with code

NavSim

  1 benchmark
13 papers with code

CARLA MAP Leaderboard

  1 benchmark
6 papers with code

3D Pedestrian Tracking

  1 benchmark
4 papers with code
See all 6 tasks

Camera Calibration

Camera Calibration

127 papers with code

Keyword Spotting

Keyword Spotting

  13 benchmarks
114 papers with code

Small-Footprint Keyword Spotting

8 papers with code

Visual Keyword Spotting

  3 benchmarks
4 papers with code

Boundary Detection

Boundary Detection

  8 benchmarks
123 papers with code

Junction Detection

3 papers with code

3D Anomaly Detection

Video Anomaly Detection

  16 benchmarks
108 papers with code

Artifact Detection

  1 benchmark
17 papers with code

Sensor Fusion

Sensor Fusion

125 papers with code

Video Retrieval

Video-Text Retrieval

  1 benchmark
58 papers with code

Video Grounding

  3 benchmarks
55 papers with code

Video-Adverb Retrieval

  8 benchmarks
4 papers with code

Composed Video Retrieval (CoVR)

  1 benchmark
3 papers with code

Replay Grounding

  1 benchmark
3 papers with code

Compressive Sensing

Compressive Sensing

  5 benchmarks
123 papers with code

Video Summarization

Video Summarization

  10 benchmarks
89 papers with code

Unsupervised Video Summarization

  2 benchmarks
19 papers with code

Supervised Video Summarization

  2 benchmarks
12 papers with code

Cross-Modal Retrieval

Image-text matching

  1 benchmark
100 papers with code

Cross-modal retrieval with noisy correspondence

  3 benchmarks
14 papers with code

multilingual cross-modal retrieval

2 papers with code

Zero-shot Composed Person Retrieval

  1 benchmark
1 papers with code

Cross-Modal Retrieval on RSITMD

Emotion Classification

Emotion Classification

  9 benchmarks
117 papers with code

Scene Generation

Scene Generation

  6 benchmarks
117 papers with code

Dataset Distillation

Dataset Distillation

115 papers with code

Video Quality Assessment

Video Quality Assessment

  10 benchmarks
115 papers with code

Image Matting

Image Matting

  9 benchmarks
110 papers with code

Semantic Image Matting

  1 benchmark
4 papers with code

Point Cloud Segmentation

Point Cloud Segmentation

  1 benchmark
114 papers with code

Virtual Try-on

Virtual Try-on

  9 benchmarks
114 papers with code

3D Reconstruction

Point cloud reconstruction

45 papers with code

3D Semantic Scene Completion

  7 benchmarks
32 papers with code

Garment Reconstruction

  1 benchmark
15 papers with code

3D Semantic Scene Completion from a single RGB image

  3 benchmarks
11 papers with code

3D Room Layouts From A Single RGB Panorama

  3 benchmarks
9 papers with code
See all 8 tasks

3D Absolute Human Pose Estimation

Image to 3D

53 papers with code

3D Face Animation

  21 benchmarks
25 papers with code

3D Human Shape Estimation

  2 benchmarks
19 papers with code

3D Absolute Human Pose Estimation

  26 benchmarks
9 papers with code

Text-to-Face Generation

5 papers with code

Few-Shot Object Detection

Few-Shot Object Detection

  16 benchmarks
97 papers with code

Cross-Domain Few-Shot Object Detection

  6 benchmarks
14 papers with code

Few-Shot Semantic Segmentation

Few-Shot Semantic Segmentation

  17 benchmarks
102 papers with code

Generalized Few-Shot Semantic Segmentation

  4 benchmarks
9 papers with code

Scene Text Detection

Scene Text Detection

  11 benchmarks
99 papers with code

Curved Text Detection

  1 benchmark
9 papers with code

Multi-Oriented Scene Text Detection

  1 benchmark
2 papers with code

Interactive Segmentation

Interactive Segmentation

  14 benchmarks
110 papers with code

Privacy Preserving Deep Learning

Membership Inference Attack

77 papers with code

Privacy Preserving Deep Learning

30 papers with code

Homomorphic Encryption for Deep Learning

1 papers with code

Face Generation

Talking Head Generation

  10 benchmarks
51 papers with code

Talking Face Generation

  2 benchmarks
43 papers with code

Facial expression generation

7 papers with code

Face Age Editing

5 papers with code

Kinship face generation

1 papers with code

Document Layout Analysis

MS-SSIM

  1 benchmark
61 papers with code

Document Layout Analysis

  7 benchmarks
46 papers with code

One-Shot Learning

One-Shot Learning

  1 benchmark
107 papers with code

Superpixels

Superpixels

107 papers with code

Remote Sensing

Remote Sensing Image Classification

  1 benchmark
37 papers with code

Change detection for remote sensing images

  2 benchmarks
24 papers with code

Building change detection for remote sensing images

  2 benchmarks
19 papers with code

Segmentation Of Remote Sensing Imagery

15 papers with code

The Semantic Segmentation Of Remote Sensing Imagery

  2 benchmarks
11 papers with code
See all 10 tasks

Saliency Prediction

Saliency Prediction

  12 benchmarks
105 papers with code

Few-Shot Transfer Learning for Saliency Prediction

  12 benchmarks
1 papers with code

Aerial Video Saliency Prediction

Few-Shot Transfer Learning for Saliency Prediction

Saliency Prediction

  12 benchmarks
105 papers with code

Few-Shot Transfer Learning for Saliency Prediction

  12 benchmarks
1 papers with code

Referring Expression Segmentation

Referring Expression Segmentation

  23 benchmarks
95 papers with code

Generalized Referring Expression Segmentation

  1 benchmark
9 papers with code

Weakly Supervised Referring Expression Segmentation

1 papers with code

Text-to-Video Generation

Text-to-Video Generation

  6 benchmarks
97 papers with code

Text-to-Video Editing

6 papers with code

Subject-driven Video Generation

2 papers with code

Texture Synthesis

Texture Synthesis

104 papers with code

Text to 3D

Text to 3D

  1 benchmark
102 papers with code

Text-to-Image Generation

text-guided-image-editing

33 papers with code

Text-based Image Editing

  1 benchmark
29 papers with code

Concept Alignment

18 papers with code

Zero-Shot Text-to-Image Generation

11 papers with code

Conditional Text-to-Image Synthesis

  3 benchmarks
8 papers with code
See all 7 tasks

Human Detection

Human Detection

98 papers with code

3D Classification

3D Object Classification

  6 benchmarks
48 papers with code

3D Classification

  7 benchmarks
42 papers with code

MRI classification

7 papers with code

Motion Forecasting

Motion Forecasting

  4 benchmarks
88 papers with code

Multi-Person Pose forecasting

  2 benchmarks
7 papers with code

Multiple Object Forecasting

  1 benchmark
1 papers with code

MULTI-VIEW LEARNING

MULTI-VIEW LEARNING

  1 benchmark
76 papers with code

Incomplete multi-view clustering

  1 benchmark
20 papers with code

Depth Completion

Depth Completion

  9 benchmarks
95 papers with code

Object Discovery

Object Discovery

95 papers with code

Sign Language Recognition

Sign Language Recognition

  19 benchmarks
95 papers with code

Object Counting

Object Counting

  15 benchmarks
80 papers with code

Exemplar-Free Counting

  1 benchmark
8 papers with code

Few-shot Object Counting and Detection

  2 benchmarks
4 papers with code

Open-vocabulary object counting

1 papers with code

Training-free Object Counting

  2 benchmarks
1 papers with code

Scene Flow Estimation

Scene Flow Estimation

  6 benchmarks
79 papers with code

Self-supervised Scene Flow Estimation

  1 benchmark
15 papers with code

Video Instance Segmentation

Video Instance Segmentation

  8 benchmarks
94 papers with code

Event-based vision

Event-based vision

  3 benchmarks
65 papers with code

Event-based Optical Flow

  1 benchmark
14 papers with code

Event-Based Video Reconstruction

  1 benchmark
6 papers with code

Event-based Motion Estimation

6 papers with code

Unity

Unity

91 papers with code

Gait Recognition

Gait Recognition

  5 benchmarks
70 papers with code

Gait Recognition in the Wild

  1 benchmark
9 papers with code

Multiview Gait Recognition

  2 benchmarks
9 papers with code

Cancer

Breast Cancer Detection

  4 benchmarks
39 papers with code

Lung Cancer Diagnosis

  2 benchmarks
16 papers with code

Skin Cancer Classification

  1 benchmark
15 papers with code

Breast Cancer Histology Image Classification

  7 benchmarks
12 papers with code

Classification Of Breast Cancer Histology Images

5 papers with code
See all 11 tasks

Disease Prediction

Disease Prediction

  3 benchmarks
73 papers with code

Retinal OCT Disease Classification

  2 benchmarks
10 papers with code

Disease Trajectory Forecasting

  1 benchmark
4 papers with code

Gaze Estimation

Gaze Estimation

  11 benchmarks
87 papers with code

Hand Pose Estimation

3D Hand Pose Estimation

  13 benchmarks
87 papers with code

Image Recognition

Fine-Grained Image Recognition

  4 benchmarks
39 papers with code

License Plate Recognition

  10 benchmarks
27 papers with code

Material Recognition

19 papers with code

Image Recognition

  14 benchmarks
1 papers with code

De-identification

De-identification

52 papers with code

Privacy Preserving Deep Learning

30 papers with code

Full-body anonymization

4 papers with code

Inverse Rendering

Inverse Rendering

  1 benchmark
86 papers with code

Camera Localization

Camera Localization

  14 benchmarks
52 papers with code

Camera Relocalization

  6 benchmarks
22 papers with code

Cross-View Geo-Localisation

  6 benchmarks
9 papers with code

3D Face Reconstruction

3D Face Reconstruction

  274 benchmarks
83 papers with code

Facial Recognition and Modelling

Face Reconstruction

3D Face Reconstruction

  274 benchmarks
83 papers with code

Temporal Localization

Temporal Localization

  1 benchmark
76 papers with code

Language-Based Temporal Localization

  1 benchmark
6 papers with code

Temporal Defect Localization

Interest Point Detection

Homography Estimation

  5 benchmarks
70 papers with code

Interest Point Detection

  5 benchmarks
11 papers with code

Depth And Camera Motion

Face Anti-Spoofing

  8 benchmarks
80 papers with code

Moment Retrieval

Moment Retrieval

  3 benchmarks
76 papers with code

Zero-shot Moment Retrieval

  1 benchmark
2 papers with code

Pose Tracking

Pose Tracking

  17 benchmarks
74 papers with code

3D Human Pose Tracking

  14 benchmarks
4 papers with code

Vision-Language Navigation

Vision-Language-Action

41 papers with code

Vision-Language Navigation

  1 benchmark
37 papers with code

Activity Detection

Activity Detection

  1 benchmark
76 papers with code

Weakly supervised segmentation

Weakly supervised segmentation

75 papers with code

Class Incremental Learning

Few-Shot Class-Incremental Learning

  3 benchmarks
56 papers with code

Class-Incremental Semantic Segmentation

  13 benchmarks
16 papers with code

Non-exemplar-based Class Incremental Learning

  3 benchmarks
2 papers with code

Face Model

Face Model

73 papers with code

Human Parsing

Human Parsing

  5 benchmarks
62 papers with code

Multi-Human Parsing

  3 benchmarks
10 papers with code

Knowledge Distillation

Data-free Knowledge Distillation

  4 benchmarks
37 papers with code

Self-Knowledge Distillation

35 papers with code

LIDAR Semantic Segmentation

LIDAR Semantic Segmentation

  5 benchmarks
72 papers with code

RGB Salient Object Detection

Dichotomous Image Segmentation

  6 benchmarks
26 papers with code

Co-Salient Object Detection

  4 benchmarks
23 papers with code

Video Salient Object Detection

  10 benchmarks
22 papers with code

Open Vocabulary Semantic Segmentation

Open Vocabulary Semantic Segmentation

  14 benchmarks
70 papers with code

Zero-Guidance Segmentation

1 papers with code

3D Multi-Person Pose Estimation

3D Multi-Person Pose Estimation

  9 benchmarks
35 papers with code

3D Multi-Person Mesh Recovery

  2 benchmarks
12 papers with code

3D Multi-Person Pose Estimation (absolute)

  1 benchmark
12 papers with code

3D Multi-Person Pose Estimation (root-relative)

  1 benchmark
11 papers with code

Zero-Shot Image Classification

Zero-Shot Image Classification

  7 benchmarks
64 papers with code

Open Vocabulary Image Classification

  4 benchmarks
6 papers with code

Scene Segmentation

Thermal Image Segmentation

  7 benchmarks
70 papers with code

Zero Shot Segmentation

Zero Shot Segmentation

  2 benchmarks
69 papers with code

Facial Landmark Detection

Facial Landmark Detection

  20 benchmarks
50 papers with code

Unsupervised Facial Landmark Detection

  6 benchmarks
13 papers with code

3D Facial Landmark Localization

  4 benchmarks
4 papers with code

Speech to Facial Landmark

1 papers with code

3D Object Tracking

3D Object Tracking

  2 benchmarks
42 papers with code

3D Single Object Tracking

26 papers with code

3D Character Animation From A Single Photo

Scene Recognition

  8 benchmarks
68 papers with code

Multi-Label Image Classification

Multi-Label Image Classification

  10 benchmarks
59 papers with code

Multi-label Image Recognition with Partial Labels

  3 benchmarks
8 papers with code

Physics-informed machine learning

Physics-informed machine learning

63 papers with code

Soil moisture estimation

3 papers with code

Multi-Object Tracking

3D Multi-Object Tracking

  6 benchmarks
48 papers with code

Real-Time Multi-Object Tracking

8 papers with code

Referring Multi-Object Tracking

6 papers with code

Grounded Multiple Object Tracking

1 papers with code

Multi-Animal Tracking with identification

1 papers with code
See all 6 tasks

Disparity Estimation

Disparity Estimation

  4 benchmarks
64 papers with code

Text Spotting

Text Spotting

  4 benchmarks
64 papers with code

Template Matching

Template Matching

63 papers with code

Decision Making Under Uncertainty

Decision Making Under Uncertainty

56 papers with code

Uncertainty Visualization

5 papers with code

Motion Segmentation

Motion Segmentation

  4 benchmarks
61 papers with code

Handwritten Text Recognition

Handwritten Text Recognition

  13 benchmarks
56 papers with code

Handwritten Document Recognition

3 papers with code

Unsupervised Text Recognition

1 papers with code

Intelligent Surveillance

Vehicle Re-Identification

  12 benchmarks
59 papers with code

Intelligent Surveillance

Person Search

Person Search

  2 benchmarks
59 papers with code

Point Tracking

Point Tracking

  8 benchmarks
59 papers with code

Relation Network

Relation Network

59 papers with code

Vehicle Re-Identification

Vehicle Re-Identification

  12 benchmarks
59 papers with code

Video Inpainting

Video Inpainting

  7 benchmarks
59 papers with code

GPR

GPR

58 papers with code

Text to Video Retrieval

Text to Video Retrieval

  6 benchmarks
51 papers with code

Partially Relevant Video Retrieval

  3 benchmarks
5 papers with code

Cancer Classification

Cancer Classification

  1 benchmark
56 papers with code

Sign Language Translation

Sign Language Translation

  6 benchmarks
56 papers with code

Visual Dialog

Visual Dialog

  8 benchmarks
56 papers with code

Animation

Image Animation

52 papers with code

3D Character Animation From A Single Photo

  8 benchmarks
3 papers with code

Animation

Talking Head Generation

Talking Head Generation

  10 benchmarks
51 papers with code

Unconstrained Lip-synchronization

  3 benchmarks
4 papers with code

Video Reconstruction

Video Reconstruction

  9 benchmarks
55 papers with code

Image Fusion

Pansharpening

  10 benchmarks
35 papers with code

Multi Focus Image Fusion

19 papers with code

Image Fusion

Video Enhancement

Video Enhancement

  1 benchmark
54 papers with code

satellite image super-resolution

vehicle detection

54 papers with code

Shadow Detection

Shadow Detection

  2 benchmarks
46 papers with code

Shadow Detection And Removal

7 papers with code

Future prediction

Future prediction

53 papers with code

Human Mesh Recovery

Human Mesh Recovery

  1 benchmark
53 papers with code

Image to 3D

Image to 3D

53 papers with code

Mixed Reality

Mixed Reality

53 papers with code

Segmentation

Open-Vocabulary Semantic Segmentation

53 papers with code

Face Recognition

Face Image Quality Assessment

  2 benchmarks
25 papers with code

Lightweight Face Recognition

  7 benchmarks
12 papers with code

Synthetic Face Recognition

  5 benchmarks
7 papers with code

Age-Invariant Face Recognition

  4 benchmarks
5 papers with code

Face Quality Assessement

  3 benchmarks
3 papers with code
See all 6 tasks

Semi-Supervised Object Detection

Semi-Supervised Object Detection

  7 benchmarks
51 papers with code

Video Restoration

Video Restoration

  3 benchmarks
42 papers with code

Analog Video Restoration

  1 benchmark
7 papers with code

Action Anticipation

Action Anticipation

  8 benchmarks
49 papers with code

Action Recognition In Videos

Action Anticipation

  8 benchmarks
49 papers with code

Video Generation

Image to Video Generation

38 papers with code

Unconditional Video Generation

  2 benchmarks
10 papers with code

3D Multi-Object Tracking

3D Multi-Object Tracking

  6 benchmarks
48 papers with code

Layout Generation

Layout Generation

48 papers with code

Facial Expression Recognition (FER)

Cross-corpus

22 papers with code

Micro-Expression Recognition

  1 benchmark
19 papers with code

Micro-Expression Spotting

4 papers with code

3D Facial Expression Recognition

  2 benchmarks
2 papers with code

Smile Recognition

Key Information Extraction

Key Information Extraction

  8 benchmarks
38 papers with code

Key-value Pair Extraction

  2 benchmarks
9 papers with code

Human action generation

Action Generation

47 papers with code

Image Super-Resolution

Multi-Frame Super-Resolution

  1 benchmark
16 papers with code

Stereo Image Super-Resolution

  10 benchmarks
13 papers with code

Burst Image Super-Resolution

  2 benchmarks
10 papers with code

satellite image super-resolution

4 papers with code

Multispectral Image Super-resolution

  3 benchmarks
3 papers with code

Infrared And Visible Image Fusion

Infrared And Visible Image Fusion

46 papers with code

Line Detection

Line Detection

  2 benchmarks
46 papers with code

Deep Attention

Deep Attention

45 papers with code

Image Categorization

Fine-Grained Visual Categorization

31 papers with code

Image Categorization

12 papers with code

Visual Recognition

Fine-Grained Visual Recognition

  4 benchmarks
43 papers with code

Visual Recognition

Class-Incremental Semantic Segmentation

Overlapped 10-1

  2 benchmarks
10 papers with code

Overlapped 15-1

  1 benchmark
9 papers with code

Overlapped 15-5

  1 benchmark
9 papers with code

Disjoint 15-1

  1 benchmark
7 papers with code

Disjoint 15-5

  1 benchmark
7 papers with code
See all 12 tasks

Single-Image-Based Hdr Reconstruction

Tone Mapping

42 papers with code

Surgical phase recognition

Surgical phase recognition

  4 benchmarks
31 papers with code

Online surgical phase recognition

8 papers with code

Offline surgical phase recognition

2 papers with code

Color Constancy

Color Constancy

  1 benchmark
39 papers with code

Few-Shot Camera-Adaptive Color Constancy

2 papers with code

Image Forensics

Image Forensics

41 papers with code

Breast Cancer Histology Image Classification

Breast Cancer Detection

  4 benchmarks
39 papers with code

Breast Cancer Histology Image Classification (20% labels)

  1 benchmark
1 papers with code

HDR Reconstruction

HDR Reconstruction

23 papers with code

Multi-Exposure Image Fusion

17 papers with code

Transparent Object Detection

Transparent objects

37 papers with code

Transparent Object Detection

3 papers with code

Highlight Detection

Highlight Detection

  4 benchmarks
40 papers with code

Zero-Shot Action Recognition

Zero-Shot Action Recognition

  7 benchmarks
40 papers with code

3D Hand Pose Estimation

Grasp Generation

  1 benchmark
21 papers with code

hand-object pose

  2 benchmarks
18 papers with code

3D Canonical Hand Pose Estimation

Object Segmentation

Camouflaged Object Segmentation

  10 benchmarks
36 papers with code

Landslide segmentation

2 papers with code

Text-Line Extraction

  1 benchmark
1 papers with code

Meme Classification

Meme Classification

  7 benchmarks
30 papers with code

Hateful Meme Classification

  4 benchmarks
9 papers with code

Image Cropping

Image Cropping

  1 benchmark
39 papers with code

Novel Class Discovery

Novel Class Discovery

  3 benchmarks
39 papers with code

Camouflaged Object Segmentation

Camouflaged Object Segmentation

  10 benchmarks
36 papers with code

Camouflaged Object Segmentation with a Single Task-generic Prompt

  3 benchmarks
2 papers with code

Inverse-Tone-Mapping

Inverse-Tone-Mapping

  3 benchmarks
21 papers with code

inverse tone mapping

  3 benchmarks
17 papers with code

Natural Language Transduction

Lipreading

  10 benchmarks
36 papers with code

Natural Language Transduction

  10 benchmarks
2 papers with code

inverse tone mapping

Inverse-Tone-Mapping

  3 benchmarks
21 papers with code

inverse tone mapping

  3 benchmarks
17 papers with code

Image Manipulation Detection

Image Manipulation Detection

  21 benchmarks
38 papers with code

Reflection Removal

Reflection Removal

  5 benchmarks
38 papers with code

Steganalysis

Steganalysis

38 papers with code

Lipreading

Lipreading

  10 benchmarks
36 papers with code

Landmark-based Lipreading

  2 benchmarks
1 papers with code

Abnormal Event Detection In Video

Semi-supervised Anomaly Detection

  3 benchmarks
37 papers with code

Action Quality Assessment

Action Quality Assessment

  8 benchmarks
37 papers with code

Cross-Domain Few-Shot

cross-domain few-shot learning

  1 benchmark
37 papers with code

Multi-View 3D Reconstruction

Multi-View 3D Reconstruction

  1 benchmark
36 papers with code

Stereo Matching Hand

Stereo Matching Hand

36 papers with code

Visual Prompt Tuning

Visual Prompt Tuning

  4 benchmarks
36 papers with code

Dense Captioning

Dense Captioning

  2 benchmarks
33 papers with code

Live Video Captioning

  1 benchmark
2 papers with code

Pedestrian Attribute Recognition

Pedestrian Attribute Recognition

  8 benchmarks
35 papers with code

Person Retrieval

Person Retrieval

  1 benchmark
35 papers with code

Temporal Action Segmentation

Temporal Action Segmentation

35 papers with code

Weakly Supervised Action Localization

Weakly Supervised Action Localization

  9 benchmarks
35 papers with code

Spoof Detection

Face Presentation Attack Detection

  2 benchmarks
21 papers with code

Detecting Image Manipulation

9 papers with code

Cross-Domain Iris Presentation Attack Detection

3 papers with code

Spoof Detection

  4 benchmarks
1 papers with code

Finger Dorsal Image Spoof Detection

Iris Recognition

Iris Recognition

26 papers with code

Pupil Dilation

8 papers with code

Action Understanding

Action Understanding

  1 benchmark
34 papers with code

Probabilistic Deep Learning

Probabilistic Deep Learning

34 papers with code

Domain Generalization

Single-Source Domain Generalization

  4 benchmarks
26 papers with code

Source-free Domain Generalization

5 papers with code

Evolving Domain Generalization

2 papers with code

Image Stitching

Image Stitching

  1 benchmark
33 papers with code

Surface Normals Estimation

Surface Normals Estimation

  8 benchmarks
33 papers with code

Texture Classification

Texture Classification

33 papers with code

Zero-Shot Video Retrieval

Zero-Shot Video Retrieval

  8 benchmarks
33 papers with code

Activity Recognition In Videos

Activity Prediction

  2 benchmarks
32 papers with code

Image Steganography

Image Steganography

31 papers with code

Language Model Evaluation

Language Model Evaluation

31 papers with code

Personalized Image Generation

Personalized Image Generation

  1 benchmark
31 papers with code

Sports Analytics

Sports Analytics

31 papers with code

3D Object Reconstruction

3D Object Reconstruction From A Single Image

  2 benchmarks
11 papers with code

CAD Reconstruction

  3 benchmarks
10 papers with code

Simulated Gaussian Manipulation

5 papers with code

Feature Splatting

4 papers with code

Text-To-Image

Story Visualization

  3 benchmarks
28 papers with code

Complex Scene Breaking and Synthesis

1 papers with code

VGSI

  1 benchmark
1 papers with code

Text-To-Image

Computer Vision Techniques Adopted in 3D Cryogenic Electron Microscopy

Single Particle Analysis

27 papers with code

Cryogenic Electron Tomography

3 papers with code

Computer Vision Techniques Adopted in 3D Cryogenic Electron Microscopy

Scene Graph Generation

Unbiased Scene Graph Generation

  1 benchmark
16 papers with code

Panoptic Scene Graph Generation

  1 benchmark
14 papers with code

Simultaneous Localization and Mapping

Semantic SLAM

  2 benchmarks
19 papers with code

Object SLAM

11 papers with code

severity prediction

severity prediction

  2 benchmarks
29 papers with code

Intubation Support Prediction

  1 benchmark
1 papers with code

Text based Person Retrieval

Text based Person Retrieval

  3 benchmarks
30 papers with code

Universal Domain Adaptation

Universal Domain Adaptation

  4 benchmarks
30 papers with code

Few-Shot Image Classification

Unsupervised Few-Shot Image Classification

  4 benchmarks
15 papers with code

Unsupervised Few-Shot Learning

13 papers with code

Generalized Few-Shot Classification

  24 benchmarks
1 papers with code

Blind Face Restoration

Blind Face Restoration

  4 benchmarks
29 papers with code

Zero-Shot Semantic Segmentation

Zero-Shot Semantic Segmentation

  4 benchmarks
29 papers with code

Point Clouds

Point Clouds

  2 benchmarks
19 papers with code

Cross-modal place recognition

5 papers with code

point cloud video understanding

4 papers with code

Point Cloud Rrepresentation Learning

Human Dynamics

Human Dynamics

23 papers with code

3D Human Dynamics

5 papers with code

Cloud Detection

Cloud Detection

28 papers with code

Face Reenactment

Face Reenactment

28 papers with code

Table Recognition

Table Recognition

  5 benchmarks
28 papers with code

Sketch

Sketch Recognition

  4 benchmarks
12 papers with code

Face Sketch Synthesis

  5 benchmarks
10 papers with code

Drawing Pictures

  5 benchmarks
2 papers with code

Photo-To-Caricature Translation

2 papers with code

Sketch

  14 benchmarks
1 papers with code

Diffusion Personalization

Diffusion Personalization

  1 benchmark
14 papers with code

Diffusion Personalization Tuning Free

  1 benchmark
9 papers with code

Efficient Diffusion Personalization

4 papers with code

Intrinsic Image Decomposition

Intrinsic Image Decomposition

27 papers with code

Automatic Post-Editing

Automatic Post-Editing

26 papers with code

Geometric Matching

Geometric Matching

  1 benchmark
26 papers with code

Referring expression generation

Referring expression generation

  2 benchmarks
26 papers with code

Semi-Supervised Video Object Segmentation

One-shot visual object segmentation

  2 benchmarks
26 papers with code

Composed Image Retrieval (CoIR)

Zero-Shot Composed Image Retrieval (ZS-CIR)

  12 benchmarks
25 papers with code

Document Image Classification

Document Image Classification

  8 benchmarks
25 papers with code

Image Comprehension

Image Comprehension

25 papers with code

Line Segment Detection

Line Segment Detection

  2 benchmarks
25 papers with code

Multispectral Object Detection

Multispectral Object Detection

  4 benchmarks
25 papers with code

Object Categorization

Object Categorization

  1 benchmark
25 papers with code

Occlusion Handling

Occlusion Handling

25 papers with code

Fake Image Detection

Fake Image Detection

17 papers with code

GAN image forensics

6 papers with code

Fake Image Attribution

1 papers with code

Content-Based Image Retrieval

Drone navigation

  1 benchmark
15 papers with code

Drone-view target localization

  1 benchmark
9 papers with code

Panoptic Segmentation

Video Panoptic Segmentation

  5 benchmarks
21 papers with code

Uncertainty-Aware Panoptic Segmentation

  1 benchmark
3 papers with code

Face Quality Assessement

Face Image Quality

24 papers with code

Image Morphing

Image Morphing

24 papers with code

Image Outpainting

Image Outpainting

  3 benchmarks
24 papers with code

Image Shadow Removal

Image Shadow Removal

  1 benchmark
24 papers with code

Lane Detection

3D Lane Detection

  4 benchmarks
24 papers with code

Motion Detection

Motion Detection

  1 benchmark
24 papers with code

Image Deconvolution

Image Deconvolution

23 papers with code

Layout Design

Layout Design

23 papers with code

Multi-target Domain Adaptation

Multi-target Domain Adaptation

  4 benchmarks
23 papers with code

Person Identification

Person Identification

  3 benchmarks
23 papers with code

Unsupervised Object Segmentation

Unsupervised Object Segmentation

  9 benchmarks
23 papers with code

Human Interaction Recognition

Human Interaction Recognition

  10 benchmarks
8 papers with code

One-Shot 3D Action Recognition

  1 benchmark
7 papers with code

Dense contact estimation

  1 benchmark
4 papers with code

Mutual Gaze

3 papers with code

Value prediction

Value prediction

  1 benchmark
22 papers with code

Body Mass Index (BMI) Prediction

Reasoning Segmentation

Reasoning Segmentation

22 papers with code

6D Pose Estimation

hand-object pose

  2 benchmarks
18 papers with code

Robot Pose Estimation

  1 benchmark
3 papers with code

Crop Classification

Crop Classification

  5 benchmarks
21 papers with code

Video Anomaly Detection

Weakly-supervised Video Anomaly Detection

  2 benchmarks
21 papers with code

Video deraining

Video deraining

  2 benchmarks
21 papers with code

Action Segmentation

Unsupervised Action Segmentation

  4 benchmarks
9 papers with code

Skeleton Based Action Segmentation

6 papers with code

Weakly Supervised Action Segmentation (Transcript)

  1 benchmark
4 papers with code

Weakly Supervised Action Segmentation (Action Set))

  1 benchmark
1 papers with code

Situation Recognition

Grounded Situation Recognition

  1 benchmark
11 papers with code

Situation Recognition

  2 benchmarks
9 papers with code

Caricature

Caricature

20 papers with code

Rotated MNIST

Rotated MNIST

  1 benchmark
20 papers with code

Weakly-supervised instance segmentation

Weakly-supervised instance segmentation

  3 benchmarks
20 papers with code

image smoothing

image smoothing

20 papers with code

Contour Detection

Contour Detection

19 papers with code

Crop Yield Prediction

Crop Yield Prediction

  2 benchmarks
19 papers with code

Exposure Correction

Exposure Correction

19 papers with code

Gaze Prediction

Gaze Prediction

19 papers with code

Image Forgery Detection

Image Forgery Detection

19 papers with code

License Plate Detection

License Plate Detection

  1 benchmark
19 papers with code

Material Recognition

Material Recognition

19 papers with code

Precipitation Forecasting

Precipitation Forecasting

  1 benchmark
19 papers with code

Synthetic Image Detection

Synthetic Image Detection

19 papers with code

motion retargeting

motion retargeting

19 papers with code

BEV Segmentation

BEV Segmentation

  1 benchmark
18 papers with code

Image Attribution

Image Attribution

  3 benchmarks
18 papers with code

Binary Classification

LLM-generated Text Detection

11 papers with code

Cancer-no cancer per breast classification

  2 benchmarks
2 papers with code

Cancer-no cancer per image classification

  1 benchmark
2 papers with code

Stable MCI vs Progressive MCI

  1 benchmark
1 papers with code

Suspicous (BIRADS 4,5)-no suspicous (BIRADS 1,2,3) per image classification

  1 benchmark
1 papers with code
See all 6 tasks

3D Point Cloud Linear Classification

3D Point Cloud Linear Classification

  2 benchmarks
17 papers with code

Bird's-Eye View Semantic Segmentation

Bird's-Eye View Semantic Segmentation

  3 benchmarks
17 papers with code

Hand Detection

Hand Detection

17 papers with code

Multiview Learning

Multiview Learning

17 papers with code

Space-time Video Super-resolution

Space-time Video Super-resolution

  2 benchmarks
17 papers with code

Viewpoint Estimation

Viewpoint Estimation

17 papers with code

Dense Pixel Correspondence Estimation

Dense Pixel Correspondence Estimation

  5 benchmarks
16 papers with code

Holdout Set

Holdout Set

  1 benchmark
16 papers with code

Image Manipulation Localization

Image Manipulation Localization

  9 benchmarks
16 papers with code

Multi-Object Tracking and Segmentation

Multi-Object Tracking and Segmentation

  2 benchmarks
16 papers with code

Person Recognition

Person Recognition

16 papers with code

Photo Retouching

Photo Retouching

  3 benchmarks
16 papers with code

Temporal Sentence Grounding

Temporal Sentence Grounding

  2 benchmarks
16 papers with code

Traffic Sign Detection

Traffic Sign Detection

  4 benchmarks
16 papers with code

Zero-Shot Transfer Image Classification

Zero-Shot Transfer Image Classification

  16 benchmarks
16 papers with code

No-Reference Image Quality Assessment

NR-IQA

  1 benchmark
8 papers with code

Blind Image Quality Assessment

7 papers with code

Human Part Segmentation

Human Part Segmentation

  6 benchmarks
15 papers with code

Image Instance Retrieval

Amodal Instance Segmentation

  1 benchmark
15 papers with code

Material Classification

Material Classification

15 papers with code

Road Damage Detection

Road Damage Detection

  1 benchmark
15 papers with code

Shadow Removal

Document Shadow Removal

15 papers with code

Symmetry Detection

Symmetry Detection

  1 benchmark
15 papers with code

Video Style Transfer

Video Style Transfer

15 papers with code

Lung Nodule Detection

Lung Nodule Detection

  3 benchmarks
13 papers with code

Lung Nodule 3D Detection

  1 benchmark
1 papers with code

Semi-Supervised Image Classification

Open-World Semi-Supervised Learning

  3 benchmarks
13 papers with code

Semi-Supervised Image Classification (Cold Start)

  8 benchmarks
1 papers with code

Shape Representation Of 3D Point Clouds

3D Point Cloud Reconstruction

  23 benchmarks
13 papers with code

Shape Representation Of 3D Point Clouds

  23 benchmarks
1 papers with code

Subject-driven Video Generation

Human Animation

13 papers with code

Audio-Driven Body Animation

1 papers with code

3D Semantic Occupancy Prediction

3D Semantic Occupancy Prediction

14 papers with code

Action Analysis

Action Analysis

14 papers with code

Full reference image quality assessment

Full reference image quality assessment

  4 benchmarks
14 papers with code

Image Similarity Search

Image Similarity Search

14 papers with code

Text-based Person Retrieval

Text-based Person Retrieval

14 papers with code

Video Matting

Video Matting

14 papers with code

Referring Image Matting

Referring Image Matting

  3 benchmarks
3 papers with code

Referring Image Matting (Expression-based)

  1 benchmark
3 papers with code

Referring Image Matting (Keyword-based)

  1 benchmark
3 papers with code

Referring Image Matting (RefMatte-RW100)

  1 benchmark
3 papers with code

Referring Image Matting (Prompt-based)

1 papers with code

Source-Free Domain Adaptation

Source Free Object Detection

  2 benchmarks
12 papers with code

3D Source-Free Domain Adaptation

  6 benchmarks
1 papers with code

3D Shape Modeling

3D Shape Modeling

  2 benchmarks
13 papers with code

4K 60Fps

Photo geolocation estimation

  6 benchmarks
13 papers with code

Affordance Detection

Affordance Detection

  4 benchmarks
13 papers with code

Art Analysis

Art Analysis

13 papers with code

Facial Editing

Facial Editing

13 papers with code

Foveation

Foveation

13 papers with code

Handwritten Mathmatical Expression Recognition

Handwritten Mathmatical Expression Recognition

  4 benchmarks
13 papers with code

Portrait Animation

Portrait Animation

13 papers with code

Scanpath prediction

Scanpath prediction

  3 benchmarks
13 papers with code

Scene Change Detection

Scene Change Detection

  6 benchmarks
13 papers with code

Unsupervised Semantic Segmentation

Unsupervised Semantic Segmentation with Language-image Pre-training

  12 benchmarks
13 papers with code

2D Pose Estimation

Category-Agnostic Pose Estimation

  1 benchmark
11 papers with code

Overlapping Pose Estimation

1 papers with code

Deception Detection

Deception Detection

12 papers with code

Deception Detection In Videos

3D Multi-Person Pose Estimation (absolute)

3D Multi-Person Pose Estimation (absolute)

  1 benchmark
12 papers with code

Anatomical Landmark Detection

Anatomical Landmark Detection

12 papers with code

Appearance Transfer

Appearance Transfer

12 papers with code

Audio-Visual Synchronization

Audio-Visual Synchronization

12 papers with code

Event Segmentation

Generic Event Boundary Detection

  2 benchmarks
12 papers with code

Food Recognition

Food Recognition

12 papers with code

Handwriting generation

Handwriting generation

12 papers with code

JPEG Artifact Removal

JPEG Artifact Removal

12 papers with code

Motion Magnification

Motion Magnification

12 papers with code

Open Vocabulary Object Detection

Open Vocabulary Attribute Detection

  2 benchmarks
12 papers with code

Open Vocabulary Panoptic Segmentation

Open Vocabulary Panoptic Segmentation

  1 benchmark
12 papers with code

Image/Document Clustering

Image/Document Clustering

  8 benchmarks
7 papers with code

Self-Organized Clustering

4 papers with code

Lung Nodule Classification

Lung Nodule Classification

  2 benchmarks
10 papers with code

Lung Nodule 3D Classification

  1 benchmark
1 papers with code

3D Multi-Person Pose Estimation (root-relative)

3D Multi-Person Pose Estimation (root-relative)

  1 benchmark
11 papers with code

3D Scene Reconstruction

3D Semantic Scene Completion from a single RGB image

  3 benchmarks
11 papers with code

3D Semantic Scene Completion

3D Semantic Scene Completion from a single RGB image

  3 benchmarks
11 papers with code

Face Anonymization

Face Anonymization

  2 benchmarks
11 papers with code

Grounded Situation Recognition

Grounded Situation Recognition

  1 benchmark
11 papers with code

MRI segmentation

Brain Tumor Classification

  1 benchmark
11 papers with code

Pose Retrieval

Pose Retrieval

  2 benchmarks
11 papers with code

Sar Image Despeckling

Sar Image Despeckling

11 papers with code

Semi-Supervised Domain Generalization

Semi-Supervised Domain Generalization

11 papers with code

Semi-Supervised Instance Segmentation

Semi-Supervised Instance Segmentation

  6 benchmarks
11 papers with code

Single-View 3D Reconstruction

3D Semantic Scene Completion from a single RGB image

  3 benchmarks
11 papers with code

Skills Assessment

Skills Assessment

  1 benchmark
11 papers with code

Unsupervised Image-To-Image Translation

Sensor Modeling

11 papers with code

Autonomous Navigation

Sequential Place Recognition

5 papers with code

Autonomous Web Navigation

4 papers with code

Autonomous Flight (Dense Forest)

  1 benchmark
1 papers with code

Video Segmentation

Camera shot boundary detection

  4 benchmarks
7 papers with code

Open-Vocabulary Video Segmentation

2 papers with code

Open-World Video Segmentation

  1 benchmark
1 papers with code

Instance Search

Instance Search

9 papers with code

Audio Fingerprint

1 papers with code

Video Prediction

Earth Surface Forecasting

  4 benchmarks
6 papers with code

Predict Future Video Frames

4 papers with code

Visual Relationship Detection

Video Visual Relation Detection

  2 benchmarks
9 papers with code

Human-Object Relationship Detection

1 papers with code

3D scene Editing

3D scene Editing

  1 benchmark
10 papers with code

Image Retouching

Image Retouching

10 papers with code

Image-Variation

Image-Variation

10 papers with code

Point Cloud Super Resolution

Point Cloud Super Resolution

  2 benchmarks
10 papers with code

Scene Text Editing

Scene Text Editing

10 papers with code

Short-term Object Interaction Anticipation

Short-term Object Interaction Anticipation

  1 benchmark
10 papers with code

Spatio-Temporal Video Grounding

Spatio-Temporal Video Grounding

  3 benchmarks
10 papers with code

Unified Image Restoration

Blind All-in-One Image Restoration

  2 benchmarks
10 papers with code

3D Shape Reconstruction From A Single 2D Image

3D Shape Reconstruction From A Single 2D Image

  2 benchmarks
8 papers with code

Shape from Texture

1 papers with code

ENF (Electric Network Frequency) Extraction

ENF (Electric Network Frequency) Extraction

6 papers with code

ENF (Electric Network Frequency) Extraction from Video

3 papers with code

Handwriting Verification

Handwriting Verification

  3 benchmarks
6 papers with code

Bangla Spelling Error Correction

  1 benchmark
3 papers with code

Mistake Detection

Mistake Detection

5 papers with code

Online Mistake Detection

4 papers with code

3D Open-Vocabulary Instance Segmentation

3D Open-Vocabulary Instance Segmentation

  4 benchmarks
9 papers with code

Ad-hoc video search

Ad-hoc video search

  5 benchmarks
9 papers with code

Defocus Blur Detection

Defocus Blur Detection

  5 benchmarks
9 papers with code

Event data classification

Event data classification

  3 benchmarks
9 papers with code

Medical Image Enhancement

Medical Image Enhancement

  3 benchmarks
9 papers with code

Multi-class Classification

Patent classification

9 papers with code

Multiple People Tracking

Multiple People Tracking

9 papers with code

Network Interpretation

Network Interpretation

9 papers with code

Sketch-to-Image Translation

Sketch-to-Image Translation

  3 benchmarks
9 papers with code

Skills Evaluation

Skills Evaluation

  1 benchmark
9 papers with code

Video Forensics

Video Forensics

9 papers with code

highlight removal

highlight removal

9 papers with code

Multiple Object Tracking

Multiple Object Tracking with Transformer

  1 benchmark
7 papers with code

Multiple Object Track and Segmentation

  1 benchmark
1 papers with code

2D Semantic Segmentation task 3 (25 classes)

Document Enhancement

8 papers with code

3D Shape Reconstruction

3D Shape Reconstruction From A Single 2D Image

  2 benchmarks
8 papers with code

3D Shape Representation

3D Dense Shape Correspondence

  1 benchmark
8 papers with code

Birds Eye View Object Detection

Birds Eye View Object Detection

  22 benchmarks
8 papers with code

Drivable Area Detection

Drivable Area Detection

  1 benchmark
8 papers with code

Image Segmentation

Few-shot Instance Segmentation

  1 benchmark
8 papers with code

MMR total

MMR total

  1 benchmark
8 papers with code

Mirror Detection

Mirror Detection

8 papers with code

RGB-D Reconstruction

RGB-D Reconstruction

8 papers with code

Seeing Beyond the Visible

Seeing Beyond the Visible

  2 benchmarks
8 papers with code

Single-object discovery

Single-object discovery

  5 benchmarks
8 papers with code

Training-free 3D Point Cloud Classification

Training-free 3D Point Cloud Classification

  2 benchmarks
8 papers with code

single-image-generation

single-image-generation

8 papers with code

Talking Face Generation

Constrained Lip-synchronization

6 papers with code

Face Dubbing

1 papers with code

4D Panoptic Segmentation

4D Panoptic Segmentation

  1 benchmark
7 papers with code

Affordance Recognition

Affordance Recognition

  2 benchmarks
7 papers with code

Explanatory Visual Question Answering

FS-MEVQA

  1 benchmark
7 papers with code

Horizon Line Estimation

Horizon Line Estimation

  4 benchmarks
7 papers with code

Image Colorization

Sketch Colorization

7 papers with code

Infrared image super-resolution

Infrared image super-resolution

  2 benchmarks
7 papers with code

Instance Shadow Detection

Shadow Detection And Removal

7 papers with code

Kinship Verification

Kinship Verification

  2 benchmarks
7 papers with code

Medical Image Denoising

Medical Image Denoising

  6 benchmarks
7 papers with code

Persuasion Strategies

Persuasion Strategies

7 papers with code

continual anomaly detection

continual anomaly detection

7 papers with code

text-guided-generation

text-guided-generation

7 papers with code

Conditional Image Generation

Human-Object Interaction Generation

4 papers with code

Image-Guided Composition

1 papers with code

Noisy Semantic Image Synthesis

  3 benchmarks
1 papers with code

3D Object Classification

Generative 3D Object Classification

  2 benchmarks
5 papers with code

Cube Engraving Classification

1 papers with code

Facial Expression Recognition

Cross-Domain Facial Expression Recognition

  2 benchmarks
4 papers with code

Zero-Shot Facial Expression Recognition

  1 benchmark
2 papers with code

Landmark Tracking

Landmark Tracking

  2 benchmarks
5 papers with code

Muscle Tendon Junction Identification

  2 benchmarks
1 papers with code

Multimodal Machine Translation

Face to Face Translation

4 papers with code

Multimodal Lexical Translation

  4 benchmarks
2 papers with code

3D Object Captioning

3D Object Captioning

  1 benchmark
6 papers with code

Action Assessment

Action Assessment

  3 benchmarks
6 papers with code

Bokeh Effect Rendering

Bokeh Effect Rendering

6 papers with code

Font Recognition

Font Recognition

  8 benchmarks
6 papers with code

GAN image forensics

GAN image forensics

6 papers with code

Generalized Referring Expression Comprehension

Generalized Referring Expression Comprehension

  1 benchmark
6 papers with code

Human motion prediction

Stochastic Human Motion Prediction

6 papers with code

Image Imputation

Image Imputation

6 papers with code

Image Retargeting

Image Retargeting

6 papers with code

Keypoint detection and image matching

Keypoint detection and image matching

6 papers with code

Lifelike 3D Human Generation

Lifelike 3D Human Generation

  1 benchmark
6 papers with code

Long Video Retrieval (Background Removed)

Long Video Retrieval (Background Removed)

  1 benchmark
6 papers with code

Motion Captioning

Motion Captioning

  2 benchmarks
6 papers with code

Motion Disentanglement

Motion Disentanglement

6 papers with code

Neural Stylization

Neural Stylization

  1 benchmark
6 papers with code

Occlusion Estimation

Occlusion Estimation

6 papers with code

Online Vectorized HD Map Construction

Online Vectorized HD Map Construction

  1 benchmark
6 papers with code

Personality Trait Recognition

Personality Trait Recognition

  2 benchmarks
6 papers with code

Personalized Segmentation

Personalized Segmentation

  1 benchmark
6 papers with code

Physiological Computing

Physiological Computing

6 papers with code

Repetitive Action Counting

Repetitive Action Counting

  3 benchmarks
6 papers with code

Segmentation Of Remote Sensing Imagery

Lake Ice Monitoring

6 papers with code

Sketch Recognition

Image to sketch recognition

  4 benchmarks
6 papers with code

Stereo Depth Estimation

Omnnidirectional Stereo Depth Estimation

  1 benchmark
6 papers with code

Story Continuation

Story Continuation

  3 benchmarks
6 papers with code

Text-based Person Retrieval with Noisy Correspondence

Text-based Person Retrieval with Noisy Correspondence

  3 benchmarks
6 papers with code

The Semantic Segmentation Of Remote Sensing Imagery

Lake Ice Monitoring

6 papers with code

Unsupervised 3D Point Cloud Linear Evaluation

Unsupervised 3D Point Cloud Linear Evaluation

6 papers with code

Visual Speech Recognition

Lip to Speech Synthesis

  8 benchmarks
6 papers with code

Wireframe Parsing

Wireframe Parsing

6 papers with code

gaze redirection

gaze redirection

6 papers with code

Unsupervised Anomaly Detection

Unsupervised Anomaly Detection with Specified Settings -- 30% anomaly

  5 benchmarks
4 papers with code

Root Cause Ranking

1 papers with code

Anomaly Detection at 30% anomaly

Anomaly Detection at Various Anomaly Percentages

Unsupervised Contextual Anomaly Detection

Unsupervised Panoptic Segmentation

Unsupervised Panoptic Segmentation

  7 benchmarks
4 papers with code

Unsupervised Zero-Shot Panoptic Segmentation

  1 benchmark
1 papers with code

Age and Gender Estimation

Age and Gender Estimation

  2 benchmarks
5 papers with code

Animated GIF Generation

Animated GIF Generation

5 papers with code

Audio-visual Question Answering

AUDIO-VISUAL QUESTION ANSWERING (MUSIC-AVQA-v2.0)

  1 benchmark
5 papers with code

Data Ablation

Data Ablation

5 papers with code

Face Detection

Occluded Face Detection

  4 benchmarks
5 papers with code

Generative 3D Object Classification

Generative 3D Object Classification

  2 benchmarks
5 papers with code

Image Deblocking

Image Deblocking

5 papers with code

Synthetic Image Attribution

Synthetic Image Attribution

5 papers with code

Text-to-Face Generation

Text-to-Face Generation

5 papers with code

Traffic Accident Detection

Accident Anticipation

  1 benchmark
5 papers with code

Unsupervised Landmark Detection

Unsupervised Landmark Detection

  1 benchmark
5 papers with code

VCGBench-Diverse

VCGBench-Diverse

  1 benchmark
5 papers with code

Vehicle Speed Estimation

Vehicle Speed Estimation

  1 benchmark
5 papers with code

Visual Analogies

Visual Analogies

5 papers with code

Visual Social Relationship Recognition

Visual Social Relationship Recognition

  2 benchmarks
5 papers with code

Calving Front Delineation In Synthetic Aperture Radar Imagery

Calving Front Delineation In Synthetic Aperture Radar Imagery

  2 benchmarks
2 papers with code

Calving Front Delineation In Synthetic Aperture Radar Imagery With Fixed Training Amount

  1 benchmark
2 papers with code

Continual Semantic Segmentation

Overlapped 5-3

  1 benchmark
3 papers with code

Overlapped 25-25

  1 benchmark
1 papers with code

Handwriting Recognition

Handwritten Line Segmentation

  1 benchmark
2 papers with code

Handwritten Word Segmentation

  2 benchmarks
2 papers with code

Semi-supervised Anomaly Detection

General Action Video Anomaly Detection

  1 benchmark
2 papers with code

Physical Video Anomaly Detection

  1 benchmark
2 papers with code

road scene understanding

Monocular Cross-View Road Scene Parsing(Road)

  3 benchmarks
2 papers with code

Monocular Cross-View Road Scene Parsing(Vehicle)

  2 benchmarks
2 papers with code

2D Panoptic Segmentation

Unsupervised Panoptic Segmentation

  7 benchmarks
4 papers with code

3D Depth Estimation

Transparent Object Depth Estimation

  1 benchmark
4 papers with code

3D Inpainting

3D Inpainting

4 papers with code

Camera Auto-Calibration

Camera Auto-Calibration

4 papers with code

Derendering

Derendering

4 papers with code

Fingertip Detection

Fingertip Detection

4 papers with code

Gait Identification

Gait Identification

4 papers with code

Historical Color Image Dating

Historical Color Image Dating

  1 benchmark
4 papers with code

Image and Video Forgery Detection

Image and Video Forgery Detection

4 papers with code

Marine Animal Segmentation

Marine Animal Segmentation

4 papers with code

Multi-modal image segmentation

Multi-modal image segmentation

4 papers with code

Part-aware Panoptic Segmentation

Part-aware Panoptic Segmentation

  2 benchmarks
4 papers with code

Part-based Representation Learning

Unsupervised Part Discovery

4 papers with code

Prediction Of Occupancy Grid Maps

Prediction Of Occupancy Grid Maps

  2 benchmarks
4 papers with code

Reasoning Video Object Segmentation

Reasoning Video Object Segmentation

4 papers with code

Scene-Aware Dialogue

Scene-Aware Dialogue

  1 benchmark
4 papers with code

Spatial Relation Recognition

Spatial Relation Recognition

  1 benchmark
4 papers with code

Spatial Token Mixer

Spatial Token Mixer

4 papers with code

Spectrum Cartography

Spectrum Cartography

4 papers with code

Steganographics

Steganographics

4 papers with code

Supervised Image Retrieval

Supervised Image Retrieval

  1 benchmark
4 papers with code

Unsupervised Anomaly Detection with Specified Settings -- 0.1% anomaly

Unsupervised Anomaly Detection with Specified Settings -- 0.1% anomaly

  5 benchmarks
4 papers with code

Unsupervised Anomaly Detection with Specified Settings -- 1% anomaly

Unsupervised Anomaly Detection with Specified Settings -- 1% anomaly

  5 benchmarks
4 papers with code

Unsupervised Anomaly Detection with Specified Settings -- 10% anomaly

Unsupervised Anomaly Detection with Specified Settings -- 10% anomaly

  5 benchmarks
4 papers with code

Unsupervised Anomaly Detection with Specified Settings -- 20% anomaly

Unsupervised Anomaly Detection with Specified Settings -- 20% anomaly

  5 benchmarks
4 papers with code

Unsupervised Anomaly Detection with Specified Settings -- 30% anomaly

Unsupervised Anomaly Detection with Specified Settings -- 30% anomaly

  5 benchmarks
4 papers with code

Video Propagation

Video Propagation

4 papers with code

Zero-shot Text-to-Video Generation

Zero-shot Text-to-Video Generation

4 papers with code

Zero-shot skeleton-based action recognition

Zero-shot skeleton-based action recognition

4 papers with code

Video Frame Interpolation

3D Video Frame Interpolation

1 papers with code

Unsupervised Video Frame Interpolation

1 papers with code

eXtreme-Video-Frame-Interpolation

1 papers with code

Brain Visual Reconstruction

Brain Visual Reconstruction from fMRI

  1 benchmark
2 papers with code

Brain Visual Reconstruction

  1 benchmark
1 papers with code

Micro-expression Generation

Micro-expression Generation

2 papers with code

Micro-expression Generation (MEGC2021)

1 papers with code

Period Estimation

Period Estimation

  1 benchmark
3 papers with code

Art Period Estimation (544 Artists)

Video Grounding

Video Narrative Grounding

2 papers with code

Boundary Grounding

  1 benchmark
1 papers with code

2D Tiny Object Detection

Insulator Defect Detection

3 papers with code

3D Canonicalization

3D Canonicalization

3 papers with code

3D Rotation Estimation

3D Rotation Estimation

3 papers with code

Active 3D Reconstruction

Active 3D Reconstruction

3 papers with code

Defocus Estimation

Defocus Estimation

  1 benchmark
3 papers with code

ECG Digitization

ECG Digitization

  1 benchmark
3 papers with code

Eyeblink detection

Eyeblink detection

  2 benchmarks
3 papers with code

Few Shot Open Set Object Detection

Few Shot Open Set Object Detection

  1 benchmark
3 papers with code

Gaze Target Estimation

Gaze Target Estimation

  2 benchmarks
3 papers with code

Grounded Multimodal Named Entity Recognition

Grounded Multimodal Named Entity Recognition

  1 benchmark
3 papers with code

Hierarchical Text Segmentation

Hierarchical Text Segmentation

  1 benchmark
3 papers with code

Human-Object Interaction Concept Discovery

Human-Object Interaction Concept Discovery

  1 benchmark
3 papers with code

Image Stylization

One-Shot Face Stylization

3 papers with code

Landmine

Landmine

3 papers with code

Lip to Speech Synthesis

Speaker-Specific Lip to Speech Synthesis

  7 benchmarks
3 papers with code

Logo Recognition

Logo Recognition

3 papers with code

Manufacturing Quality Control

Manufacturing Quality Control

3 papers with code

Multi-Person Pose Estimation

Semi-Supervised Human Pose Estimation

  2 benchmarks
3 papers with code

Multi-object discovery

Multi-object discovery

  3 benchmarks
3 papers with code

Population Mapping

Population Mapping

3 papers with code

Pornography Detection

Pornography Detection

3 papers with code

Procedure Learning

Procedure Learning

3 papers with code

Query focused video summarization

Query focused video summarization

3 papers with code

Retinal Vessel Segmentation

Artery/Veins Retinal Vessel Segmentation

  5 benchmarks
3 papers with code

SVBRDF Estimation

SVBRDF Estimation

3 papers with code

Semi-Supervised Video Classification

Semi-Supervised Video Classification

3 papers with code

Single-Source Domain Generalization

Photo to Rest Generalization

  2 benchmarks
3 papers with code

Specular Reflection Mitigation

Specular Reflection Mitigation

3 papers with code

Training-free 3D Part Segmentation

Training-free 3D Part Segmentation

  1 benchmark
3 papers with code

Unsupervised Image Decomposition

Unsupervised Image Decomposition

3 papers with code

Video Forecasting

Video Forecasting

3 papers with code

Video Individual Counting

Video Individual Counting

3 papers with code

Vietnamese Multimodal Learning

Vietnamese Multimodal Learning

3 papers with code

Weakly Supervised 3D Point Cloud Segmentation

Weakly Supervised 3D Point Cloud Segmentation

3 papers with code

Weakly-supervised panoptic segmentation

Weakly-supervised panoptic segmentation

3 papers with code

drone-based object tracking

drone-based object tracking

3 papers with code

Fashion Understanding

Fashion Understanding

  1 benchmark
2 papers with code

Semi-Supervised Fashion Compatibility

Image Denoising

intensity image denoising

  1 benchmark
1 papers with code

lifetime image denoising

1 papers with code

LMM real-life tasks

Long Question Answer

1 papers with code

Short Question Answers

1 papers with code

Observation Completion

Active Observation Completion

1 papers with code

Observation Completion

1 papers with code

3D Scene Graph Alignment

3D Scene Graph Alignment

  1 benchmark
2 papers with code

4D Spatio Temporal Semantic Segmentation

4D Spatio Temporal Semantic Segmentation

2 papers with code

Age Estimation

Few-shot Age Estimation

  1 benchmark
2 papers with code

Animal Action Recognition

cow identification

2 papers with code

BRDF estimation

BRDF estimation

2 papers with code

Camouflage Segmentation

Camouflage Segmentation

2 papers with code

Clothing Attribute Recognition

Clothing Attribute Recognition

  1 benchmark
2 papers with code

Damaged Building Detection

Damaged Building Detection

2 papers with code

Depth Image Estimation

Depth Image Estimation

2 papers with code

Detecting Shadows

Detecting Shadows

2 papers with code

Dynamic Texture Recognition

Dynamic Texture Recognition

2 papers with code

Face Verification

Disguised Face Verification

  2 benchmarks
2 papers with code

Fine-Grained Vehicle Classification

Vehicle Color Recognition

2 papers with code

Finger Vein Recognition

Finger Vein Recognition

2 papers with code

Flooded Building Segmentation

Flooded Building Segmentation

2 papers with code

Generalized Zero-Shot Learning - Unseen

Generalized Zero-Shot Learning - Unseen

2 papers with code

HD semantic map learning

HD semantic map learning

  2 benchmarks
2 papers with code

Human Instance Segmentation

Pose-Based Human Instance Segmentation

  1 benchmark
2 papers with code

Human fMRI response prediction

Human fMRI response prediction

2 papers with code

Human-Object Interaction Anticipation

Human-Object Interaction Anticipation

  1 benchmark
2 papers with code

Image Deep Networks

Image Deep Networks

2 papers with code

Lightfield

Lightfield

2 papers with code

Materials Imaging

Materials Imaging

2 papers with code

Metamerism

Metamerism

2 papers with code

Micro-gesture Recognition

Micro-gesture Recognition

  1 benchmark
2 papers with code

Multi-Person Pose Estimation and Tracking

Multi-Person Pose Estimation and Tracking

  1 benchmark
2 papers with code

Neural Radiance Caching

Neural Radiance Caching

2 papers with code

Neural Rendering

Neural Radiance Caching

2 papers with code

One-Shot Segmentation

Patient-Specific Segmentation

2 papers with code

Open Vocabulary Action Detection

Open Vocabulary Action Detection

  3 benchmarks
2 papers with code

Parking Space Occupancy

Parking Space Occupancy

  5 benchmarks
2 papers with code

Partial Video Copy Detection

Partial Video Copy Detection

  1 benchmark
2 papers with code

Patch Matching

Multimodal Patch Matching

  1 benchmark
2 papers with code

Perpetual View Generation

Perpetual View Generation

  1 benchmark
2 papers with code

Physical Attribute Prediction

Physical Attribute Prediction

  1 benchmark
2 papers with code

Prompt-driven Zero-shot Domain Adaptation

Prompt-driven Zero-shot Domain Adaptation

2 papers with code

Pupil Diameter Estimation

Pupil Diameter Estimation

2 papers with code

Raw reconstruction

Raw reconstruction

2 papers with code

Safety Perception Recognition

Safety Perception Recognition

  2 benchmarks
2 papers with code

Scene Text Recognition

Jersey Number Recognition

2 papers with code

Single-shot HDR Reconstruction

Single-shot HDR Reconstruction

2 papers with code

Sketch-Based Image Retrieval

On-the-Fly Sketch Based Image Retrieval

2 papers with code

Thermal Image Denoising

Thermal Image Denoising

2 papers with code

Trademark Retrieval

Trademark Retrieval

2 papers with code

Unsupervised Instance Segmentation

Unsupervised Zero-Shot Instance Segmentation

  1 benchmark
2 papers with code

Vehicle Key-Point and Orientation Estimation

Vehicle Key-Point and Orientation Estimation

  1 benchmark
2 papers with code

Video Chaptering

Video Chaptering

  1 benchmark
2 papers with code

Video-Adverb Retrieval

Video-Adverb Retrieval (Unseen Compositions)

  3 benchmarks
2 papers with code

Video-to-image Affordance Grounding

Video-to-image Affordance Grounding

  3 benchmarks
2 papers with code

Vietnamese Scene Text

Vietnamese Scene Text

2 papers with code

Visual Sentiment Prediction

Visual Sentiment Prediction

2 papers with code

human-scene contact detection

human-scene contact detection

2 papers with code

self-supervised scene text recognition

self-supervised scene text recognition

  3 benchmarks
2 papers with code

spatial-aware image editing

spatial-aware image editing

2 papers with code

Forgery

Localization In Video Forgery

1 papers with code

Forgery

Grasp Generation

Controllable Grasp Generation

  1 benchmark
1 papers with code

Grasp rectangle generation

Video Classification

Student Engagement Level Detection (Four Class Video Classification)

  1 benchmark
1 papers with code

Multi Class Classification (Four-level Video Classification)

3D Instance Segmentation

Interactive 3D Instance Segmentation

  2 benchmarks
1 papers with code

3D Mesh Denoising

3D Noise Generation

1 papers with code

3D Surface Generation

Visibility Estimation from Point Cloud

1 papers with code

Action Quality Assessment Report Generation

Action Quality Assessment Report Generation

1 papers with code

Amodal Layout Estimation

Amodal Layout Estimation

1 papers with code

Anomaly Classification

Anomaly Severity Classification (Anomaly vs. Defect)

  1 benchmark
1 papers with code

Audio-Video Question Answering (AVQA)

Audio-Video Question Answering (AVQA)

1 papers with code

Blink estimation

Blink estimation

  3 benchmarks
1 papers with code

Camera Relocalization

camera absolute pose regression

  6 benchmarks
1 papers with code

Cell Segmentation

Nuclei Segmentation and Classfication

1 papers with code

Change Data Generation

Change Data Generation

1 papers with code

Concept-based Classification

Concept-based Classification

  5 benchmarks
1 papers with code

Constrained Diffeomorphic Image Registration

Constrained Diffeomorphic Image Registration

1 papers with code

Continuous Affect Estimation

Continuous Affect Estimation

  2 benchmarks
1 papers with code

Deep Feature Inversion

Deep Feature Inversion

1 papers with code

Disjoint 19-1

Disjoint 19-1

  1 benchmark
1 papers with code

Document Image Skew Estimation

Document Image Skew Estimation

  1 benchmark
1 papers with code

Earthquake prediction

Earthquake prediction

1 papers with code

Fashion Compatibility Learning

Fashion Compatibility Learning

1 papers with code

Film Removal

Film Removal

1 papers with code

Fine-Grained Image Classification

Displaced People Recognition

  1 benchmark
1 papers with code

Future Hand Prediction

Future Hand Prediction

  1 benchmark
1 papers with code

Generative Temporal Nursing

Generative Temporal Nursing

1 papers with code

House Generation

House Generation

1 papers with code

Human Fitting

Human Fitting

1 papers with code

Hurricane Forecasting

Hurricane Forecasting

1 papers with code

IFC Entity Classification

IFC Entity Classification

  1 benchmark
1 papers with code

Im2Spec

Im2Spec

1 papers with code

Image Declipping

Image Declipping

1 papers with code

Image Editing Dection

Image Editing Dection

1 papers with code

Image Similarity Detection

Image Similarity Detection

  1 benchmark
1 papers with code

Image Text Removal

Image Text Removal

1 papers with code

Image-To-Gps Verification

Image-To-Gps Verification

1 papers with code

Image-based Automatic Meter Reading

Dial Meter Reading

1 papers with code

Indoor Scene Reconstruction

Plan2Scene

  1 benchmark
1 papers with code

Interactive 3D Instance Segmentation

Interactive 3D Instance Segmentation -Trained on Scannet40 - Evaluated on Scannet40

  1 benchmark
1 papers with code

JPEG Decompression

JPEG Decompression

  1 benchmark
1 papers with code

Kiss Detection

Kiss Detection

1 papers with code

Laminar-Turbulent Flow Localisation

Laminar-Turbulent Flow Localisation

  1 benchmark
1 papers with code

Landmark Recognition

Brain landmark detection

1 papers with code

Language-Based Temporal Localization

Corpus Video Moment Retrieval

1 papers with code

Linear Probing Object-Level 3D Awareness

Linear Probing Object-Level 3D Awareness

1 papers with code

MLLM Aesthetic Evaluation

MLLM Aesthetic Evaluation

1 papers with code

MLLM Evaluation: Aesthetics

MLLM Evaluation: Aesthetics

1 papers with code

Medical Image Deblurring

Medical Image Deblurring

  4 benchmarks
1 papers with code

Mental Workload Estimation

Mental Workload Estimation

1 papers with code

Meter Reading

Image-based Automatic Meter Reading

1 papers with code

Motion Expressions Guided Video Segmentation

Motion Expressions Guided Video Segmentation

1 papers with code

Multi-Oriented Scene Text Detection

Natural Image Orientation Angle Detection

1 papers with code

Multi-object colocalization

Multi-object colocalization

  2 benchmarks
1 papers with code

Multilingual Text-to-Image Generation

Multilingual Text-to-Image Generation

1 papers with code

Multimodal Emotion Recognition

Video Emotion Detection

1 papers with code

NWP Post-processing

NWP Post-processing

1 papers with code

Occluded 3D Object Symmetry Detection

Occluded 3D Object Symmetry Detection

  1 benchmark
1 papers with code

Open Set Video Captioning

Open Set Video Captioning

1 papers with code

Open-Vocabulary Semantic Segmentation

Open-Vocabulary Panoramic Semantic Segmentation

1 papers with code

OpenAI Vision

OpenAI Vision

1 papers with code

PSO-ConvNets Dynamics 1

PSO-ConvNets Dynamics 1

1 papers with code

PSO-ConvNets Dynamics 2

PSO-ConvNets Dynamics 2

1 papers with code

Partial Point Cloud Matching

Partial Point Cloud Matching

  1 benchmark
1 papers with code

Partially View-aligned Multi-view Learning

Partially View-aligned Multi-view Learning

  4 benchmarks
1 papers with code

Pedestrian Detection

Thermal Infrared Pedestrian Detection

  1 benchmark
1 papers with code

Personality Trait Recognition by Face

Personality Trait Recognition by Face

  1 benchmark
1 papers with code

Point Cloud Completion

Point Cloud Semantic Completion

1 papers with code

Point cloud classification dataset

Point cloud classification dataset

1 papers with code

Point- of-no-return (PNR) temporal localization

Point- of-no-return (PNR) temporal localization

1 papers with code

Pose Contrastive Learning

Pose Contrastive Learning

1 papers with code

Potrait Generation

Potrait Generation

1 papers with code

Procedure Step Recognition

Procedure Step Recognition

  1 benchmark
1 papers with code

Prostate Zones Segmentation

Prostate Zones Segmentation

1 papers with code

Pulmorary Vessel Segmentation

Pulmonary Artery–Vein Classification

  2 benchmarks
1 papers with code

Reference Expression Generation

Reference Expression Generation

1 papers with code

Referring Multi-Object Tracking

Cross-view Referring Multi-Object Tracking

1 papers with code

Road Segmentation

Lane Labeling

1 papers with code

Semantic correspondence

Interspecies Facial Keypoint Transfer

  2 benchmarks
1 papers with code

Semi-Supervised Image Regression

Semi-Supervised Image Regression

1 papers with code

Specular Segmentation

Specular Segmentation

1 papers with code

State Change Object Detection

State Change Object Detection

  1 benchmark
1 papers with code

Streaming video understanding

Streaming video understanding

1 papers with code

Surface Normals Estimation from Point Clouds

Surface Normals Estimation from Point Clouds

1 papers with code

Train Ego-Path Detection

Train Ego-Path Detection

1 papers with code

Transform A Video Into A Comics

Transform A Video Into A Comics

1 papers with code

Transparency Separation

Transparency Separation

1 papers with code

Typeface Completion

Typeface Completion

1 papers with code

Unbalanced Segmentation

Unbalanced Segmentation

1 papers with code

Uncropping

Uncropping

  1 benchmark
1 papers with code

Unsupervised Long Term Person Re-Identification

Unsupervised Long Term Person Re-Identification

1 papers with code

Unsupervised Zero-Shot Panoptic Segmentation

Unsupervised Zero-Shot Panoptic Segmentation

  1 benchmark
1 papers with code

Video Correspondence Flow

Video Correspondence Flow

1 papers with code

Video Super-Resolution

Key-Frame-based Video Super-Resolution (K = 15)

  2 benchmarks
1 papers with code

Visual Object Tracking

Zero-Shot Single Object Tracking

  1 benchmark
1 papers with code

Weakly Supervised Referring Expression Segmentation

Weakly Supervised Referring Expression Segmentation

1 papers with code

Weather Editing

Weather Editing

1 papers with code

Yield Mapping In Apple Orchards

Yield Mapping In Apple Orchards

1 papers with code

eXtreme-Video-Frame-Interpolation

eXtreme-Video-Frame-Interpolation

1 papers with code

lidar absolute pose regression

lidar absolute pose regression

  8 benchmarks
1 papers with code

motion prediction

OPD: Single-view 3D Openable Part Detection

1 papers with code

video narration captioning

video narration captioning

  1 benchmark
1 papers with code

Spectral Estimation

Spectral Estimation

Spectral Estimation From A Single Rgb Image

3D Canonical Hand Pose Estimation

3D Canonical Hand Pose Estimation

3D Prostate Segmentation

3D Prostate Segmentation

6D Vision

6D Vision

Aggregate xView3 Metric

Aggregate xView3 Metric

Atomic action recognition

Composite action recognition

Calving Front Delineation From Synthetic Aperture Radar Imagery

Calving Front Delineation From Synthetic Aperture Radar Imagery

Computer Vision Transduction

Computer Vision Transduction

Crosslingual Text-to-Image Generation

Crosslingual Text-to-Image Generation

Dense Video Captioning

Zero-shot dense video captioning

Document To Image Conversion

Document To Image Conversion

Forgery Image Detection

Forgery Image Detection

Frame Duplication Detection

Frame Duplication Detection

Geometrical View

Geometrical View

HYPERVIEW Challenge

HYPERVIEW Challenge

Hyperspectral Image Segmentation

Hyperspectral

Image Operation Chain Detection

Image Operation Chain Detection

Image Quality Estimation

Image Quality Estimation

Kinematic Based Workflow Recognition

Kinematic Based Workflow Recognition

Motion Detection In Non-Stationary Scenes

Motion Detection In Non-Stationary Scenes

Multi Class Classification (Four-level Video Classification)

Multi Class Classification (Four-level Video Classification)

Open-set video tagging

Open-set video tagging

Room Layout Estimation

Multi-view Floor Layout Reconstruction (N-view)

Satellite Orbit Determination

Satellite Orbit Determination

Segmentation Based Workflow Recognition

Segmentation Based Workflow Recognition

Single Particle Analysis

2D Particle Picking

Small Object Detection

Rice Grain Disease Detection

Sperm Morphology Classification

Sperm Morphology Classification

Temperature Prediction Using Specklegrams

Temperature Prediction Using Specklegrams

Video & Kinematic Base Workflow Recognition

Video & Kinematic Base Workflow Recognition

Video Based Workflow Recognition

Video Based Workflow Recognition

Video, Kinematic & Segmentation Base Workflow Recognition

Video, Kinematic & Segmentation Base Workflow Recognition

Weakly-supervised Temporal Action Localization

Weakly Supervised Temporal Action Localization

3D Pose Estimation

Action Generation

Animal Pose Estimation

Image Augmentation

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