Browse State-of-the-Art
Datasets
Methods
More
Newsletter
RC2022
About
Trends
Portals
Libraries
Sign In
Subscribe to the PwC Newsletter
×
Stay informed on the latest trending ML papers with code, research developments, libraries, methods, and datasets.
Read previous issues
Join the community
×
You need to
log in
to edit.
You can
create a new account
if you don't have one.
Browse SoTA
> Adversarial
Adversarial
74 benchmarks • 35 tasks • 107 datasets • 8209 papers with code
2D Classification
Object Detection
404 benchmarks
4555 papers with code
Style Transfer
4 benchmarks
749 papers with code
Deblurring
34 benchmarks
399 papers with code
Backdoor Attack
207 papers with code
Neural Rendering
193 papers with code
See all 25 tasks
Classification
Classification
360 benchmarks
3721 papers with code
Text Classification
172 benchmarks
1287 papers with code
Graph Classification
77 benchmarks
471 papers with code
Audio Classification
29 benchmarks
178 papers with code
Medical Image Classification
12 benchmarks
175 papers with code
See all 24 tasks
10-shot image generation
Object
3904 papers with code
Image Restoration
74 benchmarks
626 papers with code
Text-to-Image Generation
18 benchmarks
487 papers with code
Deblurring
34 benchmarks
399 papers with code
Text to Speech
373 papers with code
See all 17 tasks
Image Classification
Image Classification
503 benchmarks
4528 papers with code
Out of Distribution (OOD) Detection
3 benchmarks
308 papers with code
Few-Shot Image Classification
117 benchmarks
218 papers with code
Fine-Grained Image Classification
37 benchmarks
198 papers with code
Learning with noisy labels
20 benchmarks
138 papers with code
See all 34 tasks
3D Architecture
Denoising
155 benchmarks
2655 papers with code
3D Architecture
155 benchmarks
11 papers with code
Text Generation
Text Generation
310 benchmarks
1946 papers with code
Dialogue Generation
14 benchmarks
259 papers with code
Data-to-Text Generation
44 benchmarks
112 papers with code
Multi-Document Summarization
5 benchmarks
109 papers with code
Story Generation
8 benchmarks
105 papers with code
See all 27 tasks
2D Semantic Segmentation
Image Segmentation
13 benchmarks
1989 papers with code
Text Style Transfer
3 benchmarks
93 papers with code
Scene Parsing
68 benchmarks
80 papers with code
2D Semantic Segmentation
114 benchmarks
42 papers with code
Reflection Removal
5 benchmarks
36 papers with code
See all 17 tasks
Federated Learning
Federated Learning
19 benchmarks
1717 papers with code
Personalized Federated Learning
7 benchmarks
112 papers with code
Vertical Federated Learning
47 papers with code
Collaborative Fairness
3 papers with code
Contribution Assessment
1 papers with code
See all 6 tasks
Fairness
Fairness
9 benchmarks
1632 papers with code
Exposure Fairness
8 papers with code
Text-to-Image Generation
18 benchmarks
487 papers with code
Deblurring
34 benchmarks
399 papers with code
Conformal Prediction
248 papers with code
Image Deblurring
10 benchmarks
161 papers with code
Face Detection
17 benchmarks
144 papers with code
See all 21 tasks
Adversarial Attack
Adversarial Attack
3 benchmarks
712 papers with code
Backdoor Attack
207 papers with code
Adversarial Text
50 papers with code
Adversarial Attack Detection
15 papers with code
Real-World Adversarial Attack
13 papers with code
Adversarial Robustness
Adversarial Robustness
7 benchmarks
759 papers with code
Adversarial Defense
Adversarial Defense
12 benchmarks
207 papers with code
Adversarial Purification
26 papers with code
Provable Adversarial Defense
2 benchmarks
3 papers with code
Data Poisoning
Data Poisoning
165 papers with code
Inference Attack
Inference Attack
108 papers with code
Red Teaming
Red Teaming
1 benchmark
94 papers with code
backdoor defense
backdoor defense
55 papers with code
Backdoor Defense for Data-Free Distillation with Poisoned Teachers
1 papers with code
Model extraction
Model extraction
1 benchmark
55 papers with code
Handwritten Text Recognition
Handwritten Text Recognition
13 benchmarks
51 papers with code
Unsupervised Text Recognition
1 papers with code
Handwritten Document Recognition
Adversarial Text
Adversarial Text
50 papers with code
Reconstruction Attack
Reconstruction Attack
22 papers with code
DNN Testing
DNN Testing
9 papers with code
LLM Jailbreak
LLM Jailbreak
9 papers with code
Design Synthesis
Design Synthesis
7 papers with code
Neural Network Security
Neural Network Security
1 benchmark
2 papers with code
Website Fingerprinting Defense
1 benchmark
1 papers with code
Adversarial Attack on Video Classification
Adversarial Attack on Video Classification
2 papers with code
Multi-View 3D Shape Retrieval
Multi-View 3D Shape Retrieval
2 papers with code
Website Fingerprinting Attacks
Website Fingerprinting Attacks
1 benchmark
2 papers with code
Dataset Size Recovery
Dataset Size Recovery
1 papers with code
Website Fingerprinting Defense
Website Fingerprinting Defense
1 benchmark
1 papers with code
Optimize the trajectory of UAV which plays a BS in communication system
Optimize the trajectory of UAV which plays a BS in communication system
