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Papers Benchmarks Datasets Tasks

COGS dataset and benchmarks · SOTA2 Research

Research Datasets

COGS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Semantic Parsing

COGS (generalization)

99Accuracy (Generalization)

25

Semantic Parsing

COGS (test)

99Exact Match Accuracy

23

Semantic Parsing

COGS

99.5Accuracy

22

Semantic Parsing

COGS

95.84COGS EM

7

Compositional Generalization

COGS

83.9Exact Match Accuracy

6

Semantic Parsing

COGS nonce

81.4Accuracy

6

Popular tasks

Semantic Parsing Compositional Generalization

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