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11,193
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4,179
tasks
97,600
papers with code
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Computer Vision
Semantic Segmentation
248 benchmarks
3992 papers with code
Image Classification
442 benchmarks
3117 papers with code
Object Detection
289 benchmarks
2958 papers with code
Contrastive Learning
2 benchmarks
1467 papers with code
Image Generation
217 benchmarks
1370 papers with code
See all 1507 tasks
Natural Language Processing
Language Modelling
61 benchmarks
2767 papers with code
Question Answering
216 benchmarks
2123 papers with code
Machine Translation
94 benchmarks
1873 papers with code
Sentiment Analysis
92 benchmarks
1117 papers with code
Text Generation
257 benchmarks
1105 papers with code
See all 693 tasks
Medical
Medical Image Segmentation
113 benchmarks
507 papers with code
Drug Discovery
32 benchmarks
267 papers with code
Lesion Segmentation
8 benchmarks
158 papers with code
Synthetic Data Generation
1 benchmark
115 papers with code
Medical Diagnosis
5 benchmarks
114 papers with code
See all 262 tasks
Miscellaneous
BIG-bench Machine Learning
1 benchmark
2272 papers with code
Transfer Learning
19 benchmarks
2266 papers with code
Recommendation Systems
56 benchmarks
1097 papers with code
Benchmarking
1011 papers with code
Fairness
3 benchmarks
860 papers with code
See all 248 tasks
Methodology
General Classification
11 benchmarks
3903 papers with code
Reinforcement Learning (RL)
1 benchmark
3458 papers with code
Retrieval
2 benchmarks
2918 papers with code
Representation Learning
18 benchmarks
2868 papers with code
Classification
314 benchmarks
2761 papers with code
See all 209 tasks
Time Series
Time Series Analysis
39 benchmarks
1784 papers with code
Electroencephalogram (EEG)
9 benchmarks
305 papers with code
Time Series Forecasting
32 benchmarks
263 papers with code
Imputation
12 benchmarks
246 papers with code
Time Series Classification
39 benchmarks
192 papers with code
See all 102 tasks
Graphs
Link Prediction
78 benchmarks
667 papers with code
Node Classification
130 benchmarks
603 papers with code
Graph Embedding
2 benchmarks
396 papers with code
Graph Learning
1 benchmark
316 papers with code
Graph Classification
65 benchmarks
311 papers with code
See all 87 tasks
Speech
Speech Recognition
339 benchmarks
883 papers with code
Automatic Speech Recognition (ASR)
7 benchmarks
396 papers with code
Speech Synthesis
16 benchmarks
230 papers with code
Dialogue Generation
15 benchmarks
196 papers with code
Speech Enhancement
17 benchmarks
185 papers with code
See all 79 tasks
Audio
Voice Conversion
2 benchmarks
119 papers with code
Language Identification
5 benchmarks
104 papers with code
Audio Classification
21 benchmarks
102 papers with code
Music Generation
97 papers with code
Sound Event Detection
4 benchmarks
60 papers with code
See all 64 tasks
Reasoning
Decision Making
1408 papers with code
Navigate
292 papers with code
Common Sense Reasoning
39 benchmarks
170 papers with code
Model-based Reinforcement Learning
157 papers with code
Visual Reasoning
18 benchmarks
131 papers with code
See all 62 tasks
Computer Code
NMT
438 papers with code
Code Generation
23 benchmarks
153 papers with code
Program Synthesis
11 benchmarks
107 papers with code
Text-To-SQL
5 benchmarks
101 papers with code
Paraphrase Generation
3 benchmarks
56 papers with code
See all 62 tasks
Playing Games
Continuous Control
76 benchmarks
361 papers with code
Atari Games
65 benchmarks
255 papers with code
OpenAI Gym
9 benchmarks
143 papers with code
Offline RL
1 benchmark
141 papers with code
Starcraft
109 papers with code
See all 59 tasks
Robots
Benchmarking
1011 papers with code
Motion Planning
154 papers with code
Robot Navigation
5 benchmarks
96 papers with code
Visual Odometry
5 benchmarks
87 papers with code
Visual Navigation
5 benchmarks
80 papers with code
See all 51 tasks
Adversarial
Adversarial Attack
3 benchmarks
494 papers with code
Adversarial Robustness
6 benchmarks
486 papers with code
Adversarial Defense
9 benchmarks
153 papers with code
Data Poisoning
90 papers with code
Backdoor Attack
86 papers with code
See all 51 tasks
Knowledge Base
Knowledge Graphs
25 benchmarks
746 papers with code
Causal Inference
3 benchmarks
336 papers with code
Knowledge Graph Completion
29 benchmarks
157 papers with code
Causal Discovery
147 papers with code
Entity Alignment
10 benchmarks
86 papers with code
See all 42 tasks
Music
Music Generation
97 papers with code
Music Information Retrieval
78 papers with code
Music Source Separation
3 benchmarks
46 papers with code
Music Transcription
1 benchmark
32 papers with code
Music Modeling
2 benchmarks
21 papers with code
See all 26 tasks