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HANS dataset and benchmarks · SOTA2 Research

Research Datasets

HANS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Natural Language Inference

HANS (test)

78.65Accuracy

54

HANS (test)

71.2Accuracy

32

Natural Language Inference

HANS (val)

84.3Accuracy

28

Natural Language Inference

HANS

100Accuracy

23

Structural Bias Evaluation

HANS

99.6Accuracy

14

Natural Language Inference

HANS Unknown Bias (out-of-distribution)

70.7Accuracy

13

Natural Language Inference

HANS Syntactic Bias (out-of-distribution)

70.7Accuracy

13

Natural Language Inference

HANS evaluated subset

157Rule-bearing

9

Natural Language Inference

HANS

99.4HANS Accuracy

4

Natural Language Inference

HANS (OOD)

65.82Accuracy

4

Popular tasks

Natural Language Inference Classification Structural Bias Evaluation

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