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12,404
benchmarks
5,363
tasks
155,123
papers with code
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Computer Vision
Semantic Segmentation
347 benchmarks
6258 papers with code
Object Detection
398 benchmarks
4451 papers with code
Image Classification
492 benchmarks
4434 papers with code
Representation Learning
16 benchmarks
4396 papers with code
Contrastive Learning
4 benchmarks
2826 papers with code
See all 1934 tasks
Natural Language Processing
Language Modelling
86 benchmarks
6307 papers with code
Language Modeling
4927 papers with code
Decoder
4122 papers with code
Reinforcement Learning
1 benchmark
3939 papers with code
Question Answering
254 benchmarks
3724 papers with code
See all 844 tasks
Medical
Medical Image Segmentation
138 benchmarks
986 papers with code
EEG
513 papers with code
Drug Discovery
32 benchmarks
499 papers with code
Medical Image Analysis
1 benchmark
487 papers with code
Text-to-Image Generation
16 benchmarks
436 papers with code
See all 329 tasks
Miscellaneous
Transfer Learning
21 benchmarks
3302 papers with code
Diversity
2910 papers with code
BIG-bench Machine Learning
2 benchmarks
2350 papers with code
Benchmarking
2 benchmarks
2197 papers with code
Recommendation Systems
89 benchmarks
1817 papers with code
See all 292 tasks
Methodology
Retrieval
25 benchmarks
4781 papers with code
Object Detection
398 benchmarks
4451 papers with code
Representation Learning
16 benchmarks
4396 papers with code
Reinforcement Learning (RL)
6 benchmarks
4379 papers with code
General Classification
11 benchmarks
3943 papers with code
See all 246 tasks
Time Series
Decoder
4122 papers with code
Time Series Analysis
154 benchmarks
1972 papers with code
Pose Estimation
198 benchmarks
1563 papers with code
Computational Efficiency
1 benchmark
1313 papers with code
Time Series Forecasting
134 benchmarks
627 papers with code
See all 138 tasks
Graphs
Denoising
154 benchmarks
2523 papers with code
Graph Neural Network
1 benchmark
1426 papers with code
Node Classification
152 benchmarks
936 papers with code
Link Prediction
94 benchmarks
929 papers with code
Image Super-Resolution
82 benchmarks
730 papers with code
See all 122 tasks
Audio
Speech Synthesis
18 benchmarks
339 papers with code
Audio Classification
28 benchmarks
170 papers with code
Music Generation
1 benchmark
168 papers with code
Voice Conversion
3 benchmarks
165 papers with code
Language Identification
7 benchmarks
138 papers with code
See all 97 tasks
Speech
Speech Recognition
200 benchmarks
1296 papers with code
Automatic Speech Recognition (ASR)
14 benchmarks
585 papers with code
Speech Synthesis
18 benchmarks
339 papers with code
Speech Enhancement
24 benchmarks
260 papers with code
Dialogue Generation
14 benchmarks
250 papers with code
See all 96 tasks
Reasoning
Decision Making
1 benchmark
2704 papers with code
Navigate
575 papers with code
Common Sense Reasoning
37 benchmarks
307 papers with code
Visual Reasoning
19 benchmarks
280 papers with code
Logical Reasoning
21 benchmarks
272 papers with code
See all 85 tasks
Computer Code
Semantic Segmentation
347 benchmarks
6258 papers with code
Reinforcement Learning (RL)
6 benchmarks
4379 papers with code
Code Generation
34 benchmarks
562 papers with code
NMT
518 papers with code
Deblurring
32 benchmarks
384 papers with code
See all 79 tasks
Robots
Semantic Segmentation
347 benchmarks
6258 papers with code
Benchmarking
2 benchmarks
2197 papers with code
Motion Planning
1 benchmark
224 papers with code
DeepFake Detection
11 benchmarks
201 papers with code
Robot Navigation
5 benchmarks
150 papers with code
See all 69 tasks
Adversarial
Object
3817 papers with code
Adversarial Robustness
7 benchmarks
732 papers with code
Adversarial Attack
3 benchmarks
705 papers with code
Open-Domain Question Answering
15 benchmarks
227 papers with code
Adversarial Defense
12 benchmarks
206 papers with code
See all 68 tasks
Knowledge Base
Knowledge Graphs
57 benchmarks
1186 papers with code
Causal Inference
3 benchmarks
534 papers with code
Text-to-Image Generation
16 benchmarks
436 papers with code
Explainable Artificial Intelligence (XAI)
1 benchmark
274 papers with code
Causal Discovery
272 papers with code
See all 67 tasks
Playing Games
Sentence
3721 papers with code
Image Super-Resolution
82 benchmarks
730 papers with code
Continuous Control
76 benchmarks
475 papers with code
Atari Games
65 benchmarks
303 papers with code
Offline RL
2 benchmarks
285 papers with code
See all 66 tasks
Music
Face Swapping
3 benchmarks
290 papers with code
Music Generation
1 benchmark
168 papers with code
Voice Conversion
3 benchmarks
165 papers with code
Music Information Retrieval
116 papers with code
Music Source Separation
3 benchmarks
57 papers with code
See all 43 tasks