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State-of-the-Art

Explore cutting-edge benchmarks and research

136650
Benchmarks
49323
Tasks
30945
Papers

Computer Vision

Reinforcement Learning (RL)

1benchmarks
30papers

Retrieval

5benchmarks
29papers

Data Augmentation

3benchmarks
30papers

Meta-Learning

28benchmarks
21papers

Contrastive Learning

1benchmarks
9papers
See all 731 tasksSee all 731

Natural Language Processing

Retrieval

5benchmarks
29papers

Medical

Multi-Label Classification

33benchmarks
49papers

Miscellaneous

Transfer Learning

15benchmarks
41papers

Methodology

Reinforcement Learning (RL)

1benchmarks
31papers

Time Series

Computational Efficiency

0benchmarks
10papers

Graphs

Knowledge Graph Completion

7benchmarks
40papers

Speech

Speech Emotion Recognition

4benchmarks
39papers

Audio

Accented Speech Recognition

4benchmarks
10papers

Reasoning

Decision Making

1benchmarks
20papers

Computer Code

NMT

0benchmarks
10papers

Playing Games

Sentence

0benchmarks
10papers

Adversarial

Federated Learning

19benchmarks
29papers

Robots

Benchmarking

1benchmarks
10papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
40papers

Music

Music Generation

0benchmarks
16papers

Computer Vision

Reinforcement Learning (RL)

1benchmarks
31papers

Natural Language Processing

Retrieval

5benchmarks
26papers

Medical

Multi-Label Classification

33benchmarks
45papers

Miscellaneous

Transfer Learning

15benchmarks
41papers

Methodology

Reinforcement Learning (RL)

1benchmarks
31papers

Time Series

Computational Efficiency

0benchmarks
10papers

Graphs

Knowledge Graph Completion

7benchmarks
40papers

Speech

Speech Emotion Recognition

4benchmarks
39papers

Audio

Accented Speech Recognition

4benchmarks
10papers

Reasoning

Decision Making

1benchmarks
20papers

Computer Code

NMT

0benchmarks
10papers

Playing Games

Sentence

0benchmarks
10papers

Adversarial

Federated Learning

19benchmarks
29papers

Robots

Benchmarking

1benchmarks
10papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
40papers

Music

Music Generation

0benchmarks
16papers

Computer Vision

Reinforcement Learning (RL)

1benchmarks
31papers

Natural Language Processing

Retrieval

5benchmarks
26papers

Medical

Multi-Label Classification

33benchmarks
45papers

Miscellaneous

Transfer Learning

15benchmarks
41papers

Methodology

Reinforcement Learning (RL)

1benchmarks
31papers

Time Series

Computational Efficiency

0benchmarks
10papers

Graphs

Knowledge Graph Completion

7benchmarks
40papers

Speech

Speech Emotion Recognition

4benchmarks
39papers

Audio

Accented Speech Recognition

4benchmarks
9papers

Reasoning

Decision Making

1benchmarks
19papers

Computer Code

NMT

0benchmarks
10papers

Playing Games

Sentence

0benchmarks
10papers

Adversarial

Federated Learning

19benchmarks
27papers

Robots

Benchmarking

1benchmarks
10papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
40papers

Music

Music Generation

0benchmarks
16papers

Computer Vision

Reinforcement Learning (RL)

1benchmarks
31papers

Natural Language Processing

Retrieval

5benchmarks
26papers

Medical

3D Face Modelling

75benchmarks
18papers

Miscellaneous

Transfer Learning

15benchmarks
40papers

Methodology

Reinforcement Learning (RL)

1benchmarks
31papers

Time Series

Computational Efficiency

0benchmarks
10papers

Graphs

Knowledge Graph Completion

7benchmarks
39papers

Speech

Speech Emotion Recognition

4benchmarks
38papers

Audio

Accented Speech Recognition

4benchmarks
9papers

Reasoning

Decision Making

1benchmarks
19papers

Computer Code

NMT

0benchmarks
9papers

Playing Games

Sentence

0benchmarks
10papers

Adversarial

Federated Learning

19benchmarks
0papers

Robots

Benchmarking

1benchmarks
0papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
0papers

Music

Music Generation

0benchmarks
0papers

Computer Vision

Reinforcement Learning (RL)

1benchmarks
0papers

Natural Language Processing

Retrieval

5benchmarks
0papers

Medical

Multi-Label Classification

33benchmarks
0papers

Miscellaneous

Transfer Learning

15benchmarks
0papers

Methodology

Reinforcement Learning (RL)

1benchmarks
0papers

Time Series

Computational Efficiency

0benchmarks
0papers

Graphs

Knowledge Graph Completion

7benchmarks
0papers

Speech

Speech Emotion Recognition

4benchmarks
0papers

Audio

Accented Speech Recognition

4benchmarks
0papers

Reasoning

Decision Making

1benchmarks
0papers

Computer Code

NMT

0benchmarks
0papers

Playing Games

Sentence

0benchmarks
0papers

Adversarial

Federated Learning

19benchmarks
0papers

Robots

Benchmarking

1benchmarks
0papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
0papers

Music

Music Generation

0benchmarks
0papers

Computer Vision

Reinforcement Learning (RL)

1benchmarks
0papers

Natural Language Processing

Retrieval

5benchmarks
0papers

Medical

Multi-Label Classification

33benchmarks
0papers

Miscellaneous

Transfer Learning

15benchmarks
0papers

Methodology

Reinforcement Learning (RL)

1benchmarks
0papers

Time Series

Computational Efficiency

0benchmarks
0papers

Graphs

Knowledge Graph Completion

7benchmarks
0papers

Speech

Speech Emotion Recognition

4benchmarks
0papers

Audio

Accented Speech Recognition

4benchmarks
0papers

Reasoning

Decision Making

1benchmarks
0papers

Computer Code

NMT

0benchmarks
0papers

Playing Games

Sentence

0benchmarks
0papers

Adversarial

Federated Learning

19benchmarks
0papers

Robots

Benchmarking

1benchmarks
0papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
0papers

Music

Music Generation

0benchmarks
0papers

Natural Language Processing

Retrieval

5benchmarks
0papers

Medical

Multi-Label Classification

33benchmarks
0papers

Miscellaneous

Transfer Learning

15benchmarks
0papers

Methodology

Reinforcement Learning (RL)

1benchmarks
0papers

Time Series

Computational Efficiency

0benchmarks
0papers

Graphs

Knowledge Graph Completion

7benchmarks
0papers

Speech

Speech Emotion Recognition

4benchmarks
0papers

Audio

Accented Speech Recognition

4benchmarks
0papers

Reasoning

Decision Making

1benchmarks
0papers

Computer Code

NMT

0benchmarks
0papers

Playing Games

Sentence

0benchmarks
0papers

Adversarial

Federated Learning

19benchmarks
0papers

Robots

Benchmarking

1benchmarks
0papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
0papers

Music

Music Generation

0benchmarks
0papers

Computer Vision

Reinforcement Learning (RL)

1benchmarks
0papers

Natural Language Processing

Retrieval

5benchmarks
0papers

Medical

Multi-Label Classification

33benchmarks
0papers

Miscellaneous

Transfer Learning

15benchmarks
0papers

Methodology

Reinforcement Learning (RL)

1benchmarks
0papers

Time Series

Computational Efficiency

0benchmarks
0papers

Graphs

Knowledge Graph Completion

7benchmarks
0papers

Speech

Speech Emotion Recognition

4benchmarks
0papers

Audio

Accented Speech Recognition

4benchmarks
0papers

Reasoning

Decision Making

1benchmarks
0papers

Computer Code

NMT

0benchmarks
0papers

Playing Games

Sentence

0benchmarks
0papers

Adversarial

Federated Learning

19benchmarks
0papers

Robots

Benchmarking

1benchmarks
0papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
0papers

Music

Music Generation

0benchmarks
0papers

Computer Vision

Reinforcement Learning (RL)

1benchmarks
0papers

Natural Language Processing

Retrieval

5benchmarks
0papers

Medical

Multi-Label Classification

33benchmarks
0papers

Miscellaneous

Transfer Learning

15benchmarks
0papers

Methodology

Reinforcement Learning (RL)

1benchmarks
0papers

Time Series

Computational Efficiency

0benchmarks
0papers

Graphs

Knowledge Graph Completion

7benchmarks
0papers

Speech

Speech Emotion Recognition

4benchmarks
0papers

Audio

Accented Speech Recognition

4benchmarks
0papers

Reasoning

Decision Making

1benchmarks
0papers

Computer Code

NMT

0benchmarks
0papers

Playing Games

Sentence

0benchmarks
0papers

Adversarial

Federated Learning

19benchmarks
0papers

Robots

Benchmarking

1benchmarks
0papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
0papers

Music

Music Generation

0benchmarks
0papers

Computer Vision

Reinforcement Learning (RL)

1benchmarks
0papers

Natural Language Processing

Retrieval

5benchmarks
0papers

Medical

Multi-Label Classification

33benchmarks
0papers

Miscellaneous

Transfer Learning

15benchmarks
0papers

Methodology

Reinforcement Learning (RL)

1benchmarks
0papers

Time Series

Computational Efficiency

0benchmarks
0papers

Graphs

Knowledge Graph Completion

7benchmarks
0papers

Speech

Speech Emotion Recognition

4benchmarks
0papers

Audio

Accented Speech Recognition

4benchmarks
0papers

Reasoning

Decision Making

1benchmarks
0papers

Computer Code

NMT

0benchmarks
0papers

Playing Games

Sentence

0benchmarks
0papers

Adversarial

Federated Learning

19benchmarks
0papers

Robots

Benchmarking

1benchmarks
0papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
0papers

Music

Music Generation

0benchmarks
0papers

Computer Vision

Reinforcement Learning (RL)

1benchmarks
0papers

Natural Language Processing

Retrieval

5benchmarks
0papers

Medical

3D Face Modelling

75benchmarks
0papers

Miscellaneous

Transfer Learning

15benchmarks
0papers

Methodology

Reinforcement Learning (RL)

1benchmarks
0papers

Time Series

Computational Efficiency

0benchmarks
0papers

Graphs

Knowledge Graph Completion

7benchmarks
0papers

Speech

Speech Emotion Recognition

4benchmarks
0papers

Audio

Accented Speech Recognition

4benchmarks
0papers

Reasoning

Decision Making

1benchmarks
0papers

Computer Code

NMT

0benchmarks
0papers

Playing Games

Sentence

0benchmarks
0papers

Adversarial

Federated Learning

19benchmarks
0papers

Robots

Benchmarking

1benchmarks
0papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
0papers

Music

Music Generation

0benchmarks
0papers

Computer Vision

Reinforcement Learning (RL)

1benchmarks
0papers

Natural Language Processing

Retrieval

5benchmarks
0papers

Medical

Multi-Label Classification

33benchmarks
0papers

Miscellaneous

Transfer Learning

15benchmarks
0papers

Methodology

Reinforcement Learning (RL)

1benchmarks
0papers

Time Series

Computational Efficiency

0benchmarks
0papers

Graphs

Knowledge Graph Completion

7benchmarks
0papers

Speech

Speech Emotion Recognition

4benchmarks
0papers

Audio

Accented Speech Recognition

4benchmarks
0papers

Reasoning

Decision Making

1benchmarks
0papers

Computer Code

NMT

0benchmarks
0papers

Playing Games

Sentence

0benchmarks
0papers

Adversarial

Federated Learning

19benchmarks
0papers

Robots

Benchmarking

1benchmarks
0papers

Knowledge Base

Knowledge Graph Completion

7benchmarks
0papers

Translation

2benchmarks
10papers

Data Augmentation

3benchmarks
30papers

Word Embeddings

0benchmarks
39papers

Continual Learning

30benchmarks
25papers
See all 254 tasksSee all 254

3D Face Modelling

75benchmarks
19papers

EEG

0benchmarks
9papers

Drug Discovery

30benchmarks
27papers

Property Prediction

0benchmarks
10papers
See all 152 tasksSee all 152

Benchmarking

1benchmarks
10papers

Fairness

3benchmarks
13papers

Management

1benchmarks
15papers

Feature Engineering

5benchmarks
20papers
See all 171 tasksSee all 171

Transfer Learning

15benchmarks
41papers

General Classification

11benchmarks
10papers

Retrieval

5benchmarks
26papers

Data Augmentation

3benchmarks
30papers
See all 120 tasksSee all 120

EEG

0benchmarks
9papers

Trajectory Prediction

33benchmarks
30papers

Imputation

12benchmarks
18papers

Time Series Classification

51benchmarks
15papers
See all 75 tasksSee all 75

10-shot image generation

73benchmarks
25papers

Graph Learning

1benchmarks
19papers

Graph Classification

67benchmarks
23papers

Graph Attention

0benchmarks
10papers
See all 62 tasksSee all 62

Chatbot

13benchmarks
19papers

Speech Enhancement

17benchmarks
33papers

Speaker Verification

5benchmarks
21papers

Voice Conversion

2benchmarks
8papers
See all 37 tasksSee all 37

Speech Enhancement

17benchmarks
33papers

Language Identification

7benchmarks
24papers

Audio Classification

23benchmarks
21papers

Voice Conversion

2benchmarks
8papers
See all 46 tasksSee all 46

Natural Language Inference

40benchmarks
39papers

Multi-Label Classification

33benchmarks
45papers

General Reinforcement Learning

2benchmarks
20papers

Visual Reasoning

19benchmarks
20papers
See all 31 tasksSee all 31

Code Generation

25benchmarks
30papers

Edge-computing

0benchmarks
12papers

Text-To-SQL

6benchmarks
9papers

Motion Synthesis

8benchmarks
14papers
See all 43 tasksSee all 43

Continuous Control

76benchmarks
26papers

3D Face Modelling

75benchmarks
18papers

Multi-agent Reinforcement Learning

14benchmarks
20papers

General Reinforcement Learning

2benchmarks
20papers
See all 29 tasksSee all 29

Fairness

3benchmarks
13papers

Adversarial Attack

2benchmarks
44papers

Adversarial Robustness

7benchmarks
10papers

Adversarial Defense

12benchmarks
13papers
See all 21 tasksSee all 21

Continuous Control

76benchmarks
26papers

General Reinforcement Learning

2benchmarks
20papers

Motion Planning

1benchmarks
9papers

Visual Odometry

8benchmarks
28papers
See all 38 tasksSee all 38

Causal Inference

3benchmarks
19papers

Data Integration

20benchmarks
36papers

Explainable Artificial Intelligence (XAI)

0benchmarks
7papers

Causal Discovery

0benchmarks
10papers
See all 30 tasksSee all 30

Audio Generation

7benchmarks
36papers

Music Information Retrieval

0benchmarks
10papers

Music Source Separation

3benchmarks
9papers

Music Transcription

6benchmarks
10papers
See all 20 tasksSee all 20

Retrieval

5benchmarks
26papers

Data Augmentation

3benchmarks
30papers

Meta-Learning

28benchmarks
20papers

Contrastive Learning

1benchmarks
9papers
See all 731 tasksSee all 731

Translation

2benchmarks
10papers

Data Augmentation

3benchmarks
30papers

Word Embeddings

0benchmarks
39papers

Continual Learning

30benchmarks
25papers
See all 254 tasksSee all 254

3D Face Modelling

75benchmarks
18papers

EEG

0benchmarks
9papers

Drug Discovery

30benchmarks
27papers

Property Prediction

0benchmarks
10papers
See all 152 tasksSee all 152

Benchmarking

1benchmarks
10papers

Fairness

3benchmarks
13papers

Management

1benchmarks
15papers

Feature Engineering

5benchmarks
19papers
See all 171 tasksSee all 171

Transfer Learning

15benchmarks
41papers

General Classification

11benchmarks
10papers

Retrieval

5benchmarks
26papers

Data Augmentation

3benchmarks
30papers
See all 120 tasksSee all 120

EEG

0benchmarks
9papers

Trajectory Prediction

33benchmarks
30papers

Imputation

12benchmarks
18papers

Time Series Classification

51benchmarks
15papers
See all 75 tasksSee all 75

10-shot image generation

73benchmarks
25papers

Graph Learning

1benchmarks
19papers

Graph Classification

67benchmarks
23papers

Graph Attention

0benchmarks
10papers
See all 62 tasksSee all 62

Chatbot

13benchmarks
19papers

Speech Enhancement

17benchmarks
33papers

Speaker Verification

5benchmarks
21papers

Voice Conversion

2benchmarks
8papers
See all 37 tasksSee all 37

Speech Enhancement

17benchmarks
33papers

Language Identification

7benchmarks
24papers

Audio Classification

23benchmarks
21papers

Voice Conversion

2benchmarks
8papers
See all 46 tasksSee all 46

Natural Language Inference

40benchmarks
39papers

Multi-Label Classification

33benchmarks
45papers

General Reinforcement Learning

2benchmarks
20papers

Visual Reasoning

19benchmarks
20papers
See all 31 tasksSee all 31

Code Generation

25benchmarks
30papers

Edge-computing

0benchmarks
12papers

Text-To-SQL

6benchmarks
10papers

Motion Synthesis

8benchmarks
14papers
See all 43 tasksSee all 43

Continuous Control

76benchmarks
26papers

3D Face Modelling

75benchmarks
18papers

Multi-agent Reinforcement Learning

14benchmarks
20papers

General Reinforcement Learning

2benchmarks
20papers
See all 29 tasksSee all 29

Fairness

3benchmarks
13papers

Adversarial Attack

2benchmarks
44papers

Adversarial Robustness

7benchmarks
10papers

Adversarial Defense

12benchmarks
13papers
See all 21 tasksSee all 21

Continuous Control

76benchmarks
26papers

General Reinforcement Learning

2benchmarks
20papers

Motion Planning

1benchmarks
9papers

Visual Odometry

9benchmarks
28papers
See all 38 tasksSee all 38

Causal Inference

3benchmarks
19papers

Data Integration

20benchmarks
36papers

Explainable Artificial Intelligence (XAI)

0benchmarks
7papers

Causal Discovery

0benchmarks
10papers
See all 30 tasksSee all 30

Audio Generation

7benchmarks
36papers

Music Information Retrieval

0benchmarks
10papers

Music Source Separation

3benchmarks
9papers

Music Transcription

6benchmarks
10papers
See all 20 tasksSee all 20

Retrieval

5benchmarks
26papers

Data Augmentation

3benchmarks
30papers

Meta-Learning

28benchmarks
20papers

Contrastive Learning

1benchmarks
9papers
See all 731 tasksSee all 731

Translation

2benchmarks
10papers

Data Augmentation

3benchmarks
30papers

Word Embeddings

0benchmarks
39papers

Continual Learning

30benchmarks
25papers
See all 254 tasksSee all 254

3D Face Modelling

75benchmarks
18papers

EEG

0benchmarks
9papers

Drug Discovery

30benchmarks
27papers

Property Prediction

0benchmarks
10papers
See all 152 tasksSee all 152

Benchmarking

1benchmarks
10papers

Fairness

3benchmarks
13papers

Management

1benchmarks
15papers

Feature Engineering

5benchmarks
19papers
See all 171 tasksSee all 171

Transfer Learning

15benchmarks
41papers

General Classification

11benchmarks
10papers

Retrieval

5benchmarks
26papers

Data Augmentation

3benchmarks
30papers
See all 120 tasksSee all 120

EEG

0benchmarks
8papers

Trajectory Prediction

33benchmarks
30papers

Imputation

12benchmarks
18papers

Time Series Classification

51benchmarks
15papers
See all 75 tasksSee all 75

10-shot image generation

73benchmarks
25papers

Graph Learning

1benchmarks
19papers

Graph Classification

67benchmarks
23papers

Graph Attention

0benchmarks
10papers
See all 62 tasksSee all 62

Chatbot

13benchmarks
19papers

Speech Enhancement

17benchmarks
33papers

Speaker Verification

5benchmarks
21papers

Voice Conversion

2benchmarks
8papers
See all 37 tasksSee all 37

Speech Enhancement

17benchmarks
33papers

Language Identification

7benchmarks
21papers

Audio Classification

23benchmarks
21papers

Voice Conversion

2benchmarks
8papers
See all 46 tasksSee all 46

Natural Language Inference

40benchmarks
37papers

Multi-Label Classification

33benchmarks
45papers

General Reinforcement Learning

2benchmarks
19papers

Visual Reasoning

19benchmarks
20papers
See all 31 tasksSee all 31

Code Generation

25benchmarks
28papers

Edge-computing

0benchmarks
12papers

Text-To-SQL

6benchmarks
10papers

Motion Synthesis

8benchmarks
14papers
See all 43 tasksSee all 43

Continuous Control

76benchmarks
26papers

3D Face Modelling

75benchmarks
18papers

Multi-agent Reinforcement Learning

14benchmarks
16papers

General Reinforcement Learning

2benchmarks
19papers
See all 29 tasksSee all 29

Fairness

3benchmarks
13papers

Adversarial Attack

2benchmarks
44papers

Adversarial Robustness

7benchmarks
10papers

Adversarial Defense

12benchmarks
13papers
See all 21 tasksSee all 21

Continuous Control

76benchmarks
26papers

General Reinforcement Learning

2benchmarks
19papers

Motion Planning

1benchmarks
9papers

Visual Odometry

8benchmarks
28papers
See all 38 tasksSee all 38

Causal Inference

3benchmarks
18papers

Data Integration

20benchmarks
35papers

Explainable Artificial Intelligence (XAI)

0benchmarks
7papers

Causal Discovery

0benchmarks
10papers
See all 30 tasksSee all 30

Audio Generation

7benchmarks
36papers

Music Information Retrieval

0benchmarks
10papers

Music Source Separation

3benchmarks
9papers

Music Transcription

6benchmarks
10papers
See all 20 tasksSee all 20

Retrieval

5benchmarks
26papers

Data Augmentation

3benchmarks
30papers

Meta-Learning

28benchmarks
20papers

Contrastive Learning

1benchmarks
9papers
See all 731 tasksSee all 731

Translation

2benchmarks
10papers

Data Augmentation

3benchmarks
30papers

Word Embeddings

0benchmarks
39papers

Continual Learning

30benchmarks
25papers
See all 254 tasksSee all 254

Multi-Label Classification

33benchmarks
36papers

EEG

0benchmarks
8papers

Drug Discovery

30benchmarks
25papers

Property Prediction

0benchmarks
10papers
See all 151 tasksSee all 151

Benchmarking

1benchmarks
10papers

Fairness

3benchmarks
13papers

Management

1benchmarks
14papers

Feature Engineering

5benchmarks
19papers
See all 171 tasksSee all 171

Transfer Learning

15benchmarks
40papers

General Classification

11benchmarks
10papers

Retrieval

5benchmarks
26papers

Data Augmentation

3benchmarks
30papers
See all 120 tasksSee all 120

EEG

0benchmarks
8papers

Trajectory Prediction

33benchmarks
30papers

Imputation

12benchmarks
18papers

Time Series Classification

51benchmarks
15papers
See all 74 tasksSee all 74

10-shot image generation

73benchmarks
25papers

Graph Learning

1benchmarks
18papers

Graph Classification

67benchmarks
23papers

Graph Attention

0benchmarks
10papers
See all 62 tasksSee all 62

Chatbot

13benchmarks
19papers

Speech Enhancement

17benchmarks
31papers

Speaker Verification

5benchmarks
20papers

Voice Conversion

2benchmarks
8papers
See all 37 tasksSee all 37

Speech Enhancement

17benchmarks
31papers

Language Identification

7benchmarks
21papers

Audio Classification

23benchmarks
20papers

Voice Conversion

2benchmarks
8papers
See all 46 tasksSee all 46

Natural Language Inference

40benchmarks
37papers

Multi-Label Classification

33benchmarks
45papers

General Reinforcement Learning

2benchmarks
19papers

Visual Reasoning

19benchmarks
20papers
See all 31 tasksSee all 31

Code Generation

25benchmarks
28papers

Edge-computing

0benchmarks
12papers

Text-To-SQL

6benchmarks
9papers

Motion Synthesis

8benchmarks
14papers
See all 43 tasksSee all 43

Continuous Control

76benchmarks
26papers

3D Face Modelling

75benchmarks
18papers

Multi-agent Reinforcement Learning

14benchmarks
16papers

General Reinforcement Learning

2benchmarks
19papers
See all 29 tasksSee all 29

Fairness

3benchmarks
0papers

Adversarial Attack

2benchmarks
0papers

Adversarial Robustness

7benchmarks
0papers

Adversarial Defense

12benchmarks
0papers
See all 21 tasksSee all 21

Continuous Control

76benchmarks
0papers

General Reinforcement Learning

2benchmarks
0papers

Motion Planning

1benchmarks
0papers

Visual Odometry

8benchmarks
0papers
See all 38 tasksSee all 38

Causal Inference

3benchmarks
0papers

Data Integration

20benchmarks
0papers

Explainable Artificial Intelligence (XAI)

0benchmarks
0papers

Causal Discovery

0benchmarks
0papers
See all 30 tasksSee all 30

Audio Generation

7benchmarks
0papers

Music Information Retrieval

0benchmarks
0papers

Music Source Separation

3benchmarks
0papers

Music Transcription

6benchmarks
0papers
See all 20 tasksSee all 20

Retrieval

5benchmarks
0papers

Data Augmentation

3benchmarks
0papers

Meta-Learning

28benchmarks
0papers

Contrastive Learning

1benchmarks
0papers
See all 731 tasksSee all 731

Translation

2benchmarks
0papers

Data Augmentation

3benchmarks
0papers

Word Embeddings

0benchmarks
0papers

Continual Learning

30benchmarks
0papers
See all 254 tasksSee all 254

3D Face Modelling

75benchmarks
0papers

EEG

0benchmarks
0papers

Drug Discovery

30benchmarks
0papers

Property Prediction

0benchmarks
0papers
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Benchmarking

1benchmarks
0papers

Fairness

3benchmarks
0papers

Management

1benchmarks
0papers

Feature Engineering

5benchmarks
0papers
See all 171 tasksSee all 171

Transfer Learning

15benchmarks
0papers

General Classification

11benchmarks
0papers

Retrieval

5benchmarks
0papers

Data Augmentation

3benchmarks
0papers
See all 120 tasksSee all 120

EEG

0benchmarks
0papers

Trajectory Prediction

33benchmarks
0papers

Imputation

12benchmarks
0papers

Time Series Classification

51benchmarks
0papers
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10-shot image generation

73benchmarks
0papers

Graph Learning

1benchmarks
0papers

Graph Classification

67benchmarks
0papers

Graph Attention

0benchmarks
0papers
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Chatbot

13benchmarks
0papers

Speech Enhancement

17benchmarks
0papers

Speaker Verification

5benchmarks
0papers

Voice Conversion

2benchmarks
0papers
See all 37 tasksSee all 37

Speech Enhancement

17benchmarks
0papers

Language Identification

7benchmarks
0papers

Audio Classification

23benchmarks
0papers

Voice Conversion

2benchmarks
0papers
See all 46 tasksSee all 46

Natural Language Inference

40benchmarks
0papers

Multi-Label Classification

33benchmarks
0papers

General Reinforcement Learning

2benchmarks
0papers

Visual Reasoning

19benchmarks
0papers
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Code Generation

25benchmarks
0papers

Edge-computing

0benchmarks
0papers

Text-To-SQL

6benchmarks
0papers

Motion Synthesis

8benchmarks
0papers
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Continuous Control

76benchmarks
0papers

3D Face Modelling

75benchmarks
0papers

Multi-agent Reinforcement Learning

14benchmarks
0papers

General Reinforcement Learning

2benchmarks
0papers
See all 29 tasksSee all 29