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12,738
benchmarks
4,835
tasks
125,421
papers with code
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Computer Vision
Semantic Segmentation
303 benchmarks
5173 papers with code
Image Classification
482 benchmarks
3772 papers with code
Object Detection
336 benchmarks
3697 papers with code
Representation Learning
16 benchmarks
3680 papers with code
Contrastive Learning
1 benchmark
2165 papers with code
See all 1732 tasks
Natural Language Processing
Language Modelling
64 benchmarks
4439 papers with code
Translation
7 benchmarks
3182 papers with code
Question Answering
238 benchmarks
2869 papers with code
Machine Translation
95 benchmarks
2148 papers with code
Text Generation
274 benchmarks
1491 papers with code
See all 774 tasks
Medical
Medical Image Segmentation
124 benchmarks
747 papers with code
EEG
393 papers with code
Drug Discovery
30 benchmarks
372 papers with code
Property Prediction
224 papers with code
Lesion Segmentation
10 benchmarks
208 papers with code
See all 307 tasks
Miscellaneous
Transfer Learning
19 benchmarks
2818 papers with code
BIG-bench Machine Learning
1 benchmark
2319 papers with code
Benchmarking
1 benchmark
1491 papers with code
Recommendation Systems
73 benchmarks
1438 papers with code
Fairness
3 benchmarks
1166 papers with code
See all 262 tasks
Methodology
General Classification
11 benchmarks
3928 papers with code
Reinforcement Learning (RL)
1 benchmark
3900 papers with code
Retrieval
5 benchmarks
3809 papers with code
Representation Learning
16 benchmarks
3680 papers with code
Classification
380 benchmarks
3232 papers with code
See all 224 tasks
Time Series
Time Series Analysis
96 benchmarks
1879 papers with code
Computational Efficiency
833 papers with code
Time Series Forecasting
86 benchmarks
396 papers with code
EEG
393 papers with code
Electroencephalogram (EEG)
9 benchmarks
332 papers with code
See all 122 tasks
Graphs
Link Prediction
91 benchmarks
806 papers with code
Node Classification
141 benchmarks
781 papers with code
Graph Embedding
2 benchmarks
473 papers with code
Graph Learning
1 benchmark
470 papers with code
Graph Classification
69 benchmarks
379 papers with code
See all 107 tasks
Speech
Speech Recognition
361 benchmarks
1089 papers with code
Automatic Speech Recognition (ASR)
7 benchmarks
480 papers with code
Speech Synthesis
16 benchmarks
290 papers with code
Dialogue Generation
15 benchmarks
229 papers with code
Speech Enhancement
17 benchmarks
217 papers with code
See all 88 tasks
Audio
Speech Synthesis
16 benchmarks
290 papers with code
Voice Conversion
2 benchmarks
149 papers with code
Audio Classification
26 benchmarks
131 papers with code
Music Generation
129 papers with code
Language Identification
7 benchmarks
123 papers with code
See all 82 tasks
Reasoning
Decision Making
1 benchmark
2025 papers with code
Navigate
405 papers with code
Common Sense Reasoning
37 benchmarks
254 papers with code
Visual Reasoning
19 benchmarks
212 papers with code
Model-based Reinforcement Learning
195 papers with code
See all 78 tasks
Computer Code
Semantic Segmentation
303 benchmarks
5173 papers with code
Reinforcement Learning (RL)
1 benchmark
3900 papers with code
NMT
489 papers with code
Code Generation
27 benchmarks
325 papers with code
Program Synthesis
10 benchmarks
138 papers with code
See all 72 tasks
Playing Games
Sentence
3391 papers with code
Continuous Control
76 benchmarks
411 papers with code
Atari Games
65 benchmarks
277 papers with code
Offline RL
2 benchmarks
224 papers with code
OpenAI Gym
9 benchmarks
160 papers with code
See all 60 tasks
Adversarial
Adversarial Robustness
7 benchmarks
602 papers with code
Adversarial Attack
2 benchmarks
596 papers with code
Adversarial Defense
12 benchmarks
177 papers with code
Backdoor Attack
140 papers with code
Data Poisoning
123 papers with code
See all 59 tasks
Robots
Benchmarking
1 benchmark
1491 papers with code
Motion Planning
1 benchmark
196 papers with code
Robot Navigation
5 benchmarks
130 papers with code
Visual Navigation
6 benchmarks
105 papers with code
Visual Odometry
8 benchmarks
95 papers with code
See all 56 tasks
Knowledge Base
Knowledge Graphs
31 benchmarks
955 papers with code
Causal Inference
3 benchmarks
423 papers with code
Knowledge Graph Completion
32 benchmarks
205 papers with code
Explainable Artificial Intelligence (XAI)
205 papers with code
Causal Discovery
203 papers with code
See all 49 tasks
Music
Music Generation
129 papers with code
Music Information Retrieval
93 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