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State-of-the-Art
Explore cutting-edge benchmarks and research
9776
Benchmarks
3528
Tasks
30951
Papers
Computer Vision
Reinforcement Learning (RL)
1
benchmarks
30
papers
Retrieval
5
benchmarks
29
papers
Data Augmentation
3
benchmarks
30
papers
Meta-Learning
28
benchmarks
21
papers
Contrastive Learning
1
benchmarks
9
papers
See all 731 subtasks
See all 731
Natural Language Processing
Retrieval
5
benchmarks
29
papers
Medical
Multi-Label Classification
33
benchmarks
49
papers
Miscellaneous
Transfer Learning
15
benchmarks
41
papers
Methodology
Reinforcement Learning (RL)
1
benchmarks
31
papers
Time Series
Computational Efficiency
0
benchmarks
10
papers
Graphs
Knowledge Graph Completion
7
benchmarks
40
papers
Speech
Speech Emotion Recognition
4
benchmarks
39
papers
Audio
Accented Speech Recognition
4
benchmarks
10
papers
Reasoning
Decision Making
1
benchmarks
20
papers
Computer Code
NMT
0
benchmarks
10
papers
Playing Games
Sentence
0
benchmarks
10
papers
Adversarial
Federated Learning
19
benchmarks
29
papers
Robots
Benchmarking
1
benchmarks
10
papers
Knowledge Base
Knowledge Graph Completion
7
benchmarks
40
papers
Music
Music Generation
0
benchmarks
16
papers
Translation
2
benchmarks
10
papers
Data Augmentation
3
benchmarks
30
papers
Word Embeddings
0
benchmarks
39
papers
Continual Learning
30
benchmarks
25
papers
See all 254 subtasks
See all 254
3D Face Modelling
75
benchmarks
19
papers
EEG
0
benchmarks
9
papers
Drug Discovery
30
benchmarks
27
papers
Property Prediction
0
benchmarks
10
papers
See all 152 subtasks
See all 152
Benchmarking
1
benchmarks
10
papers
Fairness
3
benchmarks
13
papers
Management
1
benchmarks
15
papers
Feature Engineering
5
benchmarks
20
papers
See all 171 subtasks
See all 171
Transfer Learning
15
benchmarks
41
papers
General Classification
11
benchmarks
10
papers
Retrieval
5
benchmarks
26
papers
Data Augmentation
3
benchmarks
30
papers
See all 120 subtasks
See all 120
EEG
0
benchmarks
9
papers
Trajectory Prediction
33
benchmarks
30
papers
Imputation
12
benchmarks
18
papers
Time Series Classification
51
benchmarks
15
papers
See all 75 subtasks
See all 75
10-shot image generation
73
benchmarks
25
papers
Graph Learning
1
benchmarks
19
papers
Graph Classification
67
benchmarks
23
papers
Graph Attention
0
benchmarks
10
papers
See all 62 subtasks
See all 62
Chatbot
13
benchmarks
19
papers
Speech Enhancement
17
benchmarks
33
papers
Speaker Verification
5
benchmarks
21
papers
Voice Conversion
2
benchmarks
8
papers
See all 37 subtasks
See all 37
Speech Enhancement
17
benchmarks
33
papers
Language Identification
7
benchmarks
24
papers
Audio Classification
23
benchmarks
21
papers
Voice Conversion
2
benchmarks
8
papers
See all 46 subtasks
See all 46
Natural Language Inference
40
benchmarks
39
papers
Multi-Label Classification
33
benchmarks
45
papers
General Reinforcement Learning
2
benchmarks
20
papers
Visual Reasoning
19
benchmarks
20
papers
See all 31 subtasks
See all 31
Code Generation
25
benchmarks
30
papers
Edge-computing
0
benchmarks
12
papers
Text-To-SQL
6
benchmarks
9
papers
Motion Synthesis
8
benchmarks
14
papers
See all 43 subtasks
See all 43
Continuous Control
76
benchmarks
26
papers
3D Face Modelling
75
benchmarks
18
papers
Multi-agent Reinforcement Learning
14
benchmarks
20
papers
General Reinforcement Learning
2
benchmarks
20
papers
See all 29 subtasks
See all 29
Fairness
3
benchmarks
13
papers
Adversarial Attack
2
benchmarks
44
papers
Adversarial Robustness
7
benchmarks
10
papers
Adversarial Defense
12
benchmarks
13
papers
See all 21 subtasks
See all 21
Continuous Control
76
benchmarks
26
papers
General Reinforcement Learning
2
benchmarks
20
papers
Motion Planning
1
benchmarks
9
papers
Visual Odometry
8
benchmarks
28
papers
See all 38 subtasks
See all 38
Causal Inference
3
benchmarks
19
papers
Data Integration
20
benchmarks
36
papers
Explainable Artificial Intelligence (XAI)
0
benchmarks
7
papers
Causal Discovery
0
benchmarks
10
papers
See all 30 subtasks
See all 30
Audio Generation
7
benchmarks
36
papers
Music Information Retrieval
0
benchmarks
10
papers
Music Source Separation
3
benchmarks
9
papers
Music Transcription
6
benchmarks
10
papers
See all 20 subtasks
See all 20