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10,804
benchmarks
4,845
tasks
126,735
papers with code
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Computer Vision
Semantic Segmentation
305 benchmarks
5232 papers with code
Image Classification
456 benchmarks
3796 papers with code
Object Detection
343 benchmarks
3725 papers with code
Representation Learning
16 benchmarks
3712 papers with code
Contrastive Learning
1 benchmark
2202 papers with code
See all 1739 tasks
Natural Language Processing
Language Modelling
64 benchmarks
4526 papers with code
Decoder
3501 papers with code
Translation
2 benchmarks
3193 papers with code
Question Answering
226 benchmarks
2907 papers with code
Machine Translation
97 benchmarks
2154 papers with code
See all 780 tasks
Medical
Medical Image Segmentation
124 benchmarks
763 papers with code
EEG
397 papers with code
Drug Discovery
30 benchmarks
378 papers with code
Property Prediction
228 papers with code
Lesion Segmentation
10 benchmarks
207 papers with code
See all 308 tasks
Miscellaneous
Transfer Learning
19 benchmarks
2850 papers with code
BIG-bench Machine Learning
1 benchmark
2318 papers with code
Benchmarking
1 benchmark
1524 papers with code
Recommendation Systems
73 benchmarks
1460 papers with code
Fairness
3 benchmarks
1188 papers with code
See all 262 tasks
Methodology
General Classification
11 benchmarks
3931 papers with code
Reinforcement Learning (RL)
1 benchmark
3924 papers with code
Retrieval
5 benchmarks
3863 papers with code
Representation Learning
16 benchmarks
3712 papers with code
Classification
326 benchmarks
3253 papers with code
See all 224 tasks
Time Series
Time Series Analysis
97 benchmarks
1880 papers with code
Computational Efficiency
852 papers with code
Time Series Forecasting
86 benchmarks
404 papers with code
EEG
397 papers with code
Imputation
12 benchmarks
336 papers with code
See all 122 tasks
Graphs
Link Prediction
91 benchmarks
811 papers with code
Node Classification
141 benchmarks
785 papers with code
Graph Learning
1 benchmark
477 papers with code
Graph Embedding
2 benchmarks
476 papers with code
Graph Classification
69 benchmarks
381 papers with code
See all 106 tasks
Speech
Speech Recognition
279 benchmarks
1094 papers with code
Automatic Speech Recognition (ASR)
7 benchmarks
482 papers with code
Speech Synthesis
16 benchmarks
292 papers with code
Dialogue Generation
14 benchmarks
230 papers with code
Speech Enhancement
17 benchmarks
218 papers with code
See all 88 tasks
Audio
Speech Synthesis
16 benchmarks
292 papers with code
Voice Conversion
2 benchmarks
150 papers with code
Audio Classification
23 benchmarks
133 papers with code
Music Generation
132 papers with code
Language Identification
7 benchmarks
123 papers with code
See all 82 tasks
Reasoning
Decision Making
1 benchmark
2062 papers with code
Navigate
409 papers with code
Common Sense Reasoning
37 benchmarks
256 papers with code
Visual Reasoning
19 benchmarks
215 papers with code
Model-based Reinforcement Learning
195 papers with code
See all 78 tasks
Computer Code
Semantic Segmentation
305 benchmarks
5232 papers with code
Reinforcement Learning (RL)
1 benchmark
3924 papers with code
NMT
490 papers with code
Code Generation
26 benchmarks
336 papers with code
Program Synthesis
10 benchmarks
139 papers with code
See all 72 tasks
Playing Games
Sentence
3410 papers with code
Continuous Control
76 benchmarks
415 papers with code
Atari Games
65 benchmarks
277 papers with code
Offline RL
2 benchmarks
227 papers with code
OpenAI Gym
9 benchmarks
161 papers with code
See all 60 tasks
Adversarial
Adversarial Robustness
7 benchmarks
606 papers with code
Adversarial Attack
2 benchmarks
598 papers with code
Adversarial Defense
12 benchmarks
179 papers with code
Backdoor Attack
144 papers with code
Data Poisoning
124 papers with code
See all 59 tasks
Robots
Benchmarking
1 benchmark
1524 papers with code
Motion Planning
1 benchmark
196 papers with code
Robot Navigation
5 benchmarks
130 papers with code
Visual Navigation
6 benchmarks
106 papers with code
Visual Odometry
9 benchmarks
98 papers with code
See all 56 tasks
Knowledge Base
Knowledge Graphs
31 benchmarks
970 papers with code
Causal Inference
3 benchmarks
429 papers with code
Explainable Artificial Intelligence (XAI)
210 papers with code
Knowledge Graph Completion
32 benchmarks
208 papers with code
Causal Discovery
203 papers with code
See all 49 tasks
Music
Music Generation
132 papers with code
Music Information Retrieval
94 papers with code
Music Source Separation
3 benchmarks
53 papers with code
Music Transcription
2 benchmarks
36 papers with code
Music Modeling
2 benchmarks
22 papers with code
See all 29 tasks