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Human Correlation Analysis research benchmarks · SOTA2 Research

Human Correlation Analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.49Spearman Correlation

10

Feb 26, 2026

HATS 70% human agreement split

78.8Correlation Ratio

9

May 6, 2026

HATS 100% human agreement split

88.8Correlation Ratio

9

May 6, 2026

0.82Spearman Correlation

9

Feb 26, 2026

HAMLETJudge (val)

0.792CP Correlation

4

Mar 5, 2026

Refined human judgment dataset human vs model-generated

0.995SO-S

3

Feb 26, 2026

Original human judgment dataset

Generation Perplexity

0.643Generation Perplexity

3

Feb 26, 2026

Popular datasets

human judgment dataset HATS SubstanReview RottenReview HAMLETJudge

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