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11,246
benchmarks
4,205
tasks
98,809
papers with code
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Computer Vision
Semantic Segmentation
247 benchmarks
4041 papers with code
Image Classification
442 benchmarks
3149 papers with code
Object Detection
289 benchmarks
2983 papers with code
Contrastive Learning
2 benchmarks
1488 papers with code
Image Generation
217 benchmarks
1385 papers with code
See all 1511 tasks
Natural Language Processing
Language Modelling
61 benchmarks
2822 papers with code
Question Answering
216 benchmarks
2145 papers with code
Machine Translation
94 benchmarks
1883 papers with code
Text Generation
257 benchmarks
1125 papers with code
Sentiment Analysis
92 benchmarks
1123 papers with code
See all 696 tasks
Medical
Medical Image Segmentation
114 benchmarks
521 papers with code
Drug Discovery
32 benchmarks
270 papers with code
Lesion Segmentation
8 benchmarks
158 papers with code
Synthetic Data Generation
1 benchmark
117 papers with code
Medical Diagnosis
5 benchmarks
115 papers with code
See all 262 tasks
Miscellaneous
Transfer Learning
19 benchmarks
2288 papers with code
BIG-bench Machine Learning
1 benchmark
2275 papers with code
Recommendation Systems
56 benchmarks
1114 papers with code
Benchmarking
1026 papers with code
Fairness
3 benchmarks
875 papers with code
See all 248 tasks
Methodology
General Classification
11 benchmarks
3904 papers with code
Reinforcement Learning (RL)
1 benchmark
3478 papers with code
Retrieval
2 benchmarks
2952 papers with code
Representation Learning
18 benchmarks
2910 papers with code
Classification
315 benchmarks
2787 papers with code
See all 210 tasks
Time Series
Time Series Analysis
39 benchmarks
1792 papers with code
Electroencephalogram (EEG)
9 benchmarks
305 papers with code
Time Series Forecasting
32 benchmarks
265 papers with code
Imputation
12 benchmarks
251 papers with code
Time Series Classification
39 benchmarks
194 papers with code
See all 102 tasks
Graphs
Link Prediction
78 benchmarks
675 papers with code
Node Classification
130 benchmarks
612 papers with code
Graph Embedding
2 benchmarks
398 papers with code
Graph Learning
1 benchmark
328 papers with code
Graph Classification
65 benchmarks
317 papers with code
See all 87 tasks
Speech
Speech Recognition
339 benchmarks
894 papers with code
Automatic Speech Recognition (ASR)
7 benchmarks
401 papers with code
Speech Synthesis
16 benchmarks
234 papers with code
Dialogue Generation
15 benchmarks
198 papers with code
Speech Enhancement
17 benchmarks
186 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
103 papers with code
Music Generation
99 papers with code
Sound Event Detection
4 benchmarks
60 papers with code
See all 65 tasks
Reasoning
Decision Making
1428 papers with code
Navigate
296 papers with code
Common Sense Reasoning
39 benchmarks
171 papers with code
Model-based Reinforcement Learning
159 papers with code
Visual Reasoning
18 benchmarks
133 papers with code
See all 62 tasks
Computer Code
NMT
444 papers with code
Code Generation
23 benchmarks
157 papers with code
Program Synthesis
11 benchmarks
109 papers with code
Text-To-SQL
5 benchmarks
101 papers with code
Paraphrase Generation
3 benchmarks
57 papers with code
See all 62 tasks
Playing Games
Continuous Control
76 benchmarks
364 papers with code
Atari Games
65 benchmarks
255 papers with code
Offline RL
1 benchmark
146 papers with code
OpenAI Gym
9 benchmarks
144 papers with code
Starcraft
111 papers with code
See all 59 tasks
Adversarial
Adversarial Attack
3 benchmarks
498 papers with code
Adversarial Robustness
6 benchmarks
491 papers with code
Adversarial Defense
9 benchmarks
155 papers with code
Data Poisoning
93 papers with code
Backdoor Attack
86 papers with code
See all 52 tasks
Robots
Benchmarking
1026 papers with code
Motion Planning
156 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
Knowledge Base
Knowledge Graphs
25 benchmarks
751 papers with code
Causal Inference
3 benchmarks
338 papers with code
Knowledge Graph Completion
29 benchmarks
161 papers with code
Causal Discovery
150 papers with code
Entity Alignment
10 benchmarks
89 papers with code
See all 42 tasks
Music
Music Generation
99 papers with code
Music Information Retrieval
79 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