Datasets

4,209 machine learning datasets
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Fine-Grained Visual Recognition Question Answering 243 Semantic Segmentation 181 Object Detection 140 Image Classification 125 Language Modelling 117 Reading Comprehension 86 Pose Estimation 74 Action Recognition 66 Text Generation 65 Visual Question Answering 65 Named Entity Recognition 60 Sentiment Analysis 59 Information Retrieval 55 Domain Adaptation 54 Text Classification 54 Data Augmentation 52 Speech Recognition 51 Machine Translation 50 Natural Language Inference 49 Autonomous Driving 48 Word Embeddings 45 Text Summarization 44 Natural Language Understanding 42 Image Captioning 41 Image Generation 41 Depth Estimation 40 Multi-Task Learning 39 Link Prediction 38 Temporal Action Localization 37 Image Retrieval 36 Relation Extraction 35 Machine Reading Comprehension 34 Scene Understanding 34 Decision Making 32 Face Recognition 32 Person Re-Identification 32 Abstractive Text Summarization 31 Anomaly Detection 31 Coreference Resolution 31 Instance Segmentation 31 Semantic Parsing 31 Recommendation Systems 30 Graph Classification 29 Knowledge Graphs 29 Object Recognition 29 Common Sense Reasoning 26 Fine-Grained Image Classification 26 Medical Image Segmentation 26 Metric Learning 26 Object Tracking 26 Optical Flow Estimation 26 Neural Architecture Search 25 Video Understanding 25 3D Reconstruction 24 Autonomous Vehicles 24 Image Super-Resolution 24 Misinformation 23 Optical Character Recognition 23 Image-to-Image Translation 22 Node Classification 22 Document Summarization 21 Emotion Recognition 21 Face Detection 21 Image Clustering 21 Self-Supervised Learning 21 Multi-Label Classification 20 Visual Reasoning 20 Fake News Detection 19 Skeleton Based Action Recognition 19 Super-Resolution 19 Video Captioning 19 Action Detection 18 Entity Linking 18 Motion Capture 18 Scene Classification 18 Video Question Answering 18 3D Human Pose Estimation 17 3D Pose Estimation 17 Action Classification 17 Activity Recognition 17 Data-to-Text Generation 17 Few-Shot Image Classification 17 Open-Domain Question Answering 17 Question Generation 17 Trajectory Prediction 17 Unsupervised Domain Adaptation 17 Facial Expression Recognition 16 Graph Clustering 16 Meta-Learning 16 Style Transfer 16 Video Retrieval 16 3D Object Detection 15 Face Alignment 15 Hand Pose Estimation 15 Imitation Learning 15 Visual Object Tracking 15 Cross-Lingual Transfer 14 Crowd Counting 14 Domain Generalization 14 Face Verification 14 Feature Selection 14 Music Information Retrieval 14 Semantic Textual Similarity 14 Video Prediction 14 Visual Localization 14 Visual Tracking 14 Active Learning 13 Computed Tomography (CT) 13 Denoising 13 Density Estimation 13 Few-Shot Learning 13 Monocular Depth Estimation 13 Multi-Document Summarization 13 Music Generation 13 Paraphrase Identification 13 Salient Object Detection 13 Scene Text Recognition 13 Sound Event Detection 13 Visual Navigation 13 Word Sense Disambiguation 13 Zero-Shot Learning 13 Audio Classification 12 Dialogue Generation 12 Gesture Recognition 12 Intent Detection 12 RGB Salient Object Detection 12 Speech Enhancement 12 Speech Synthesis 12 Stochastic Optimization 12 Vision and Language Navigation 12 3D Hand Pose Estimation 11 Audio Source Separation 11 Continual Learning 11 Cross-Modal Retrieval 11 Dimensionality Reduction 11 Fairness 11 Hate Speech Detection 11 Language Identification 11 Quantization 11 Scene Text 11 Scene Text Detection 11 Sentence Embeddings 11 Slot Filling 11 Unsupervised Anomaly Detection 11 Visual Odometry 11 3D Semantic Segmentation 10 Emotion Classification 10 Face Anti-Spoofing 10 Facial Landmark Detection 10 Gaze Estimation 10 Human-Object Interaction Detection 10 Image Dehazing 10 Object Counting 10 Part-Of-Speech Tagging 10 Real-Time Semantic Segmentation 10 Referring Expression Segmentation 10 Robotic Grasping 10 Saliency Detection 10 Self-Driving Cars 10 Stereo Matching 10 Video Summarization 10 Activity Detection 9 Automatic Post-Editing 9 COVID-19 Diagnosis 9 Code Generation 9 Deblurring 9 Document Classification 9 Hand Gesture Recognition 9 Image Inpainting 9 Learning-To-Rank 9 Multi-Object Tracking 9 Multiple Object Tracking 9 Novel View Synthesis 9 Object Localization 9 Out-of-Distribution Detection 9 Outlier Detection 9 Panoptic Segmentation 9 Relational Reasoning 9 Sentence Classification 9 Sign Language Recognition 9 Stance Detection 9 Structure from Motion 9 Video Classification 9 Visual Dialog 9 Weakly Supervised Object Detection 9 Acoustic Scene Classification 8 Age Estimation 8 Dialogue State Tracking 8 Human Detection 8 Image Denoising 8 Image Restoration 8 Image/Document Clustering 8 Motion Estimation 8 Paraphrase Generation 8 Pedestrian Detection 8 Real-Time Object Detection 8 Relation Classification 8 Scene Recognition 8 Semi-Supervised Image Classification 8 Task-Oriented Dialogue Systems 8 Text Simplification 8 Text-To-Sql 8 2D Object Detection 7 Animal Pose Estimation 7 Community Detection 7 Continuous Control 7 DeepFake Detection 7 Dependency Parsing 7 Emotion Recognition in Conversation 7 Eye Tracking 7 Fact Verification 7 Federated Learning 7 Graph Embedding 7 Human Part Segmentation 7 Image Enhancement 7 Imputation 7 Incremental Learning 7 Lane Detection 7 Lesion Segmentation 7 Multiple Instance Learning 7 Object Classification 7 Opinion Mining 7 Person Search 7 Robot Navigation 7 Simultaneous Localization and Mapping 7 Spoken Language Understanding 7 Tokenization 7 Unsupervised Video Object Segmentation 7 Weather Forecasting 7 motion prediction 7 3D Face Reconstruction 6 6D Pose Estimation 6 Adversarial Attack 6 Adversarial Defense 6 Answer Selection 6 Aspect-Based Sentiment Analysis 6 Audio Generation 6 Chinese Reading Comprehension 6 Clustering Algorithms Evaluation 6 Color Image Denoising 6 Colorectal Polyps Characterization 6 Dictionary Learning 6 Disaster Response 6 Entity Disambiguation 6 Event Extraction 6 Face Swapping 6 Graph Regression 6 Intent Classification 6 Long-tail Learning 6 Low-Light Image Enhancement 6 Multi-Label Text Classification 6 Multimodal Activity Recognition 6 Offline RL 6 Sarcasm Detection 6 Semantic Role Labeling 6 Semantic Similarity 6 Sentence Embedding 6 Sign Language Translation 6 Single Image Dehazing 6 Speaker Diarization 6 Starcraft 6 Trajectory Forecasting 6 Vehicle Re-Identification 6 Video Description 6 Video Object Segmentation 6 Virtual Try-on 6 Visual Place Recognition 6 3D Instance Segmentation 5 3D Object Recognition 5 6D Pose Estimation using RGB 5 Abusive Language 5 Action Segmentation 5 Atari Games 5 AutoML 5 Automated Theorem Proving 5 Brain Tumor Segmentation 5 Chatbot 5 Core set discovery 5 Curriculum Learning 5 Dense Video Captioning 5 Depth Completion 5 Drug Discovery 5 EEG 5 Edge Detection 5 Entity Typing 5 Face Model 5 Feature Engineering 5 Fine-Grained Visual Categorization 5 Food Recognition 5 Goal-Oriented Dialog 5 Grammatical Error Correction 5 Graph Matching 5 Handwriting Recognition 5 Head Pose Estimation 5 Homography Estimation 5 Hyperspectral Image Classification 5 Image Cropping 5 Image Quality Assessment 5 Interactive Segmentation 5 Keypoint Detection 5 Keyword Spotting 5 Knowledge Base Question Answering 5 Lesion Classification 5 Lipreading 5 Minecraft 5 Morphological Analysis 5 Multi-class Classification 5 Multimodal Sentiment Analysis 5 Multivariate Time Series Forecasting 5 Music Source Separation 5 Nested Named Entity Recognition 5 Network Pruning 5 Node Clustering 5 Open Information Extraction 5 RGB-D Salient Object Detection 5 Region Proposal 5 Scientific Document Summarization 5 Semi-Supervised Video Object Segmentation 5 Small Data Image Classification 5 Stereo Matching Hand 5 Structured Prediction 5 Table Detection 5 Text Matching 5 Text-To-Speech Synthesis 5 Tumor Segmentation 5 Unsupervised Image Classification 5 Video Frame Interpolation 5 Video Generation 5 Video Semantic Segmentation 5 Video-Based Person Re-Identification 5 Weakly-Supervised Named Entity Recognition 5 Action Quality Assessment 4 Audio Tagging 4 Autonomous Navigation 4 Causal Inference 4 Change Point Detection 4 Click-Through Rate Prediction 4 Color Constancy 4 Compressive Sensing 4 Conditional Image Generation 4 Content-Based Image Retrieval 4 Conversational Response Selection 4 Cross-Lingual Question Answering 4 Document Layout Analysis 4 Egocentric Activity Recognition 4 Face Identification 4 Face Presentation Attack Detection 4 Face Sketch Synthesis 4 Gaussian Processes 4 Generalized Zero-Shot Learning 4 Genre classification 4 Graph Generation 4 Grasp Contact Prediction 4 Human action generation 4 Human robot interaction 4 Image Compression 4 Image Registration 4 JPEG Artifact Correction 4 Joint Entity and Relation Extraction 4 Keyword Extraction 4 Latent Variable Models 4 Lexical Entailment 4 License Plate Recognition 4 Math Word Problem Solving 4 Mathematical Question Answering 4 Matrix Completion 4 Motion Segmentation 4 Multi-Person Pose Estimation 4 Multi-agent Reinforcement Learning 4 Multimodal Machine Translation 4 Multimodal Unsupervised Image-To-Image Translation 4 Music Modeling 4 Music Transcription 4 Network Embedding 4 Object Detection In Aerial Images 4 Online Multi-Object Tracking 4 Partial Domain Adaptation 4 Patch Matching 4 Pedestrian Attribute Recognition 4 Point Cloud Registration 4 Probabilistic Deep Learning 4 Rectification 4 Retinal Vessel Segmentation 4 Robust Object Detection 4 SSIM 4 Saliency Prediction 4 Scene Flow Estimation 4 Scene Generation 4 Scene Graph Detection 4 Scene Segmentation 4 Scientific Results Extraction 4 Self-Supervised Action Recognition 4 Semantic correspondence 4 Sketch-Based Image Retrieval 4 Source Code Summarization 4 Speech Separation 4 Text Style Transfer 4 Text-Image Retrieval 4 Text-to-Image Generation 4 Time Series Classification 4 Time Series Forecasting 4 Topic Models 4 Traffic Sign Recognition 4 Transfer Learning 4 Transliteration 4 Unsupervised Facial Landmark Detection 4 Unsupervised Object Segmentation 4 Variational Inference 4 Video Inpainting 4 Video Object Detection 4 Video Recognition 4 Video Reconstruction 4 Video Salient Object Detection 4 Video Segmentation 4 Weakly-Supervised Semantic Segmentation 4 Zero-Shot Object Detection 4 whole slide images 4 3D Action Recognition 3 3D Face Animation 3 3D Human Reconstruction 3 3D Multi-Object Tracking 3 3D Multi-Person Pose Estimation 3 3D Object Tracking 3 3D Point Cloud Classification 3 3D Shape Reconstruction 3 3D Shape Representation 3 6D Pose Estimation using RGBD 3 Abnormal Event Detection In Video 3 Abuse Detection 3 Action Anticipation 3 Action Localization 3 Action Spotting 3 Action Unit Detection 3 Aesthetics Quality Assessment 3 Anomaly Detection In Surveillance Videos 3 Bayesian Inference 3 Bias Detection 3 Binarization 3 Biomedical Information Retrieval 3 Boundary Detection 3 Chinese Named Entity Recognition 3 Chunking 3 Classification with Binary Neural Network 3 Clique Prediction 3 Cloze (multi-choices) (Few-Shot) 3 Cloze (multi-choices) (One-Shot) 3 Cloze (multi-choices) (Zero-Shot) 3 Code Search 3 Colorization 3 Community Question Answering 3 Cross-Lingual NER 3 Cross-View Image-to-Image Translation 3 Defect Detection 3 Dense Pixel Correspondence Estimation 3 Disparity Estimation 3 Document Ranking 3 End-To-End Speech Recognition 3 Environmental Sound Classification 3 Event-based vision 3 Explainable artificial intelligence 3 Extractive Text Summarization 3 Face Reconstruction 3 Facial Inpainting 3 Fact Checking 3 Feature Importance 3 Few-Shot Object Detection 3 Few-Shot Relation Classification 3 Gait Recognition 3 Gaze Prediction 3 General Classification 3 Generalizable Person Re-identification 3 Goal-Oriented Dialogue Systems 3 Graph Learning 3 Graph Representation Learning 3 Graph Similarity 3 Grayscale Image Denoising 3 Hand Segmentation 3 Hand-Gesture Recognition 3 Handwriting Verification 3 Human Interaction Recognition 3 Humor Detection 3 Hyperparameter Optimization 3 Image Forensics 3 Image Manipulation 3 Image Matting 3 Image Reconstruction 3 Image Stitching 3 Image-based Automatic Meter Reading 3 Interactive Video Object Segmentation 3 Knowledge Graph Completion 3 LIDAR Semantic Segmentation 3 Language Acquisition 3 Layout-to-Image Generation 3 Learning with noisy labels 3 Line Segment Detection 3 Lip Reading 3 Long-tail learning with class descriptors 3 Low Resource Named Entity Recognition 3 graph construction 3
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