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Papers Benchmarks Datasets Tasks

LS dataset and benchmarks · SOTA2 Research

Research Datasets

LS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Automatic Speech Recognition

LS Clean

1.49WER

39

Bivariate Causal Discovery

LS

100Accuracy

33

Bivariate Causal Discovery

LS-s

100Accuracy

30

Bivariate Causal Discovery

LS-s

100AUROC

21

Bivariate Causal Discovery

LS

100AUROC

21

Automatic Speech Recognition

LS-O

4.2WER

14

Personalized Response Generation

LS1 -> LS2 (test)

4.032RSA

13

Incremental Audio Classification

LS-100 (train test)

98.82Session 1 (+5) Accuracy

12

Lexical Text Simplification

LS dataset standard (test)

73.9Accuracy

12

LS Other

2.97WER

11

LS

68.33Clustering Accuracy (CA)

10

LS

33.59ARI

10

Lexical Substitution

LS07 (test)

21.1Best Score

8

Causal Discovery

LS

100Accuracy

7

LS Clean

0.062Word Error Rate

6

Automatic Speech Recognition

LS Other English Open ASR (test)

2.88WER

3

Automatic Speech Recognition

LS Clean English Open ASR (test)

1.37WER

3

Causal Discovery

LS-s

100AUROC

2

Causal Discovery

LS

100AUROC

2

Multi-channel Speech Separation

LS

8.34Si-SNR (0-15°)

2

Causal Discovery

LS-s

95AUDRC

1

Causal Discovery

LS

100AUDRC

1

Popular tasks

Causal Discovery Automatic Speech Recognition Bivariate Causal Discovery Clustering Text-to-Speech

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