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12,537
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4,763
tasks
122,039
papers with code
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Computer Vision
Semantic Segmentation
289 benchmarks
5036 papers with code
Image Classification
463 benchmarks
3686 papers with code
Object Detection
332 benchmarks
3612 papers with code
Contrastive Learning
1 benchmark
2076 papers with code
Image Generation
223 benchmarks
1880 papers with code
See all 1694 tasks
Natural Language Processing
Language Modelling
63 benchmarks
4201 papers with code
Translation
7 benchmarks
3145 papers with code
Question Answering
234 benchmarks
2752 papers with code
Machine Translation
95 benchmarks
2111 papers with code
Text Generation
274 benchmarks
1438 papers with code
See all 760 tasks
Medical
Medical Image Segmentation
124 benchmarks
722 papers with code
EEG
378 papers with code
Drug Discovery
30 benchmarks
357 papers with code
Property Prediction
219 papers with code
Lesion Segmentation
10 benchmarks
202 papers with code
See all 296 tasks
Miscellaneous
Transfer Learning
19 benchmarks
2758 papers with code
BIG-bench Machine Learning
1 benchmark
2316 papers with code
Benchmarking
1427 papers with code
Recommendation Systems
73 benchmarks
1396 papers with code
Fairness
3 benchmarks
1137 papers with code
See all 262 tasks
Methodology
General Classification
11 benchmarks
3928 papers with code
Reinforcement Learning (RL)
1 benchmark
3853 papers with code
Retrieval
5 benchmarks
3684 papers with code
Representation Learning
15 benchmarks
3602 papers with code
Classification
368 benchmarks
3193 papers with code
See all 221 tasks
Time Series
Time Series Analysis
96 benchmarks
1875 papers with code
Computational Efficiency
801 papers with code
Time Series Forecasting
86 benchmarks
376 papers with code
Electroencephalogram (EEG)
9 benchmarks
329 papers with code
Imputation
12 benchmarks
324 papers with code
See all 120 tasks
Graphs
Link Prediction
91 benchmarks
791 papers with code
Node Classification
140 benchmarks
761 papers with code
Graph Embedding
2 benchmarks
470 papers with code
Graph Learning
1 benchmark
455 papers with code
Graph Classification
68 benchmarks
372 papers with code
See all 105 tasks
Speech
Speech Recognition
360 benchmarks
1074 papers with code
Automatic Speech Recognition (ASR)
7 benchmarks
477 papers with code
Speech Synthesis
17 benchmarks
286 papers with code
Dialogue Generation
15 benchmarks
229 papers with code
Speech Enhancement
17 benchmarks
214 papers with code
See all 87 tasks
Audio
Speech Synthesis
17 benchmarks
286 papers with code
Voice Conversion
2 benchmarks
146 papers with code
Audio Classification
26 benchmarks
127 papers with code
Music Generation
127 papers with code
Language Identification
6 benchmarks
119 papers with code
See all 81 tasks
Reasoning
Decision Making
1 benchmark
1955 papers with code
Navigate
387 papers with code
Common Sense Reasoning
37 benchmarks
241 papers with code
Visual Reasoning
19 benchmarks
207 papers with code
Model-based Reinforcement Learning
189 papers with code
See all 78 tasks
Computer Code
Semantic Segmentation
289 benchmarks
5036 papers with code
NMT
484 papers with code
Code Generation
27 benchmarks
304 papers with code
Program Synthesis
10 benchmarks
136 papers with code
Text-To-SQL
6 benchmarks
127 papers with code
See all 72 tasks
Playing Games
Sentence
3324 papers with code
Continuous Control
76 benchmarks
406 papers with code
Atari Games
65 benchmarks
276 papers with code
Offline RL
2 benchmarks
221 papers with code
OpenAI Gym
9 benchmarks
158 papers with code
See all 60 tasks
Adversarial
Adversarial Robustness
7 benchmarks
593 papers with code
Adversarial Attack
2 benchmarks
589 papers with code
Adversarial Defense
12 benchmarks
176 papers with code
Backdoor Attack
131 papers with code
Data Poisoning
122 papers with code
See all 58 tasks
Robots
Benchmarking
1427 papers with code
Motion Planning
1 benchmark
189 papers with code
Robot Navigation
5 benchmarks
127 papers with code
Visual Navigation
6 benchmarks
102 papers with code
Visual Odometry
8 benchmarks
95 papers with code
See all 56 tasks
Knowledge Base
Knowledge Graphs
31 benchmarks
932 papers with code
Causal Inference
3 benchmarks
409 papers with code
Knowledge Graph Completion
32 benchmarks
201 papers with code
Explainable Artificial Intelligence (XAI)
201 papers with code
Causal Discovery
196 papers with code
See all 49 tasks
Music
Music Generation
127 papers with code
Music Information Retrieval
93 papers with code
Music Source Separation
3 benchmarks
53 papers with code
Music Transcription
1 benchmark
35 papers with code
Music Modeling
2 benchmarks
22 papers with code
See all 29 tasks