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sBLIMP dataset and benchmarks · SOTA2 Research

Research Datasets

sBLIMP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Speech Semantic Understanding

sBLIMP

59sBLIMP Score

10

Grammatical Integrity

sBLIMP

62.3sBLIMP Accuracy

10

Syntactic knowledge evaluation

sBLIMP ZeroResource Challenge 2021 (dev)

66.8Success Rate

9

Linguistic Evaluation

sBLIMP

60.6sBLIMP Score

7

Grammatical knowledge

sBLIMP Speech

71.6Accuracy

7

Zero-shot Speech Evaluation

sBLIMP

64.7sBLIMP Score

7

Zero-resource speech modeling

sBLIMP in-vocabulary

56.8sBLIMP IV Score

5

Grammatical knowledge

sBLIMP Text

74.2Accuracy

4

Popular tasks

Grammatical knowledge Syntactic knowledge evaluation Zero-shot Speech Evaluation Zero-resource speech modeling Linguistic Evaluation

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