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Papers Benchmarks Datasets Tasks

Relevance Correlation Evaluation research benchmarks · SOTA2 Research

Relevance Correlation Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Plain LLM judge

0.525Spearman rho

2

Jul 2, 2026

Behavior-Grounded LLM judge

0.53Spearman Rho

2

Jul 2, 2026

Behavior-Grounded LLM judge

0.516Spearman's Rho

2

Jul 2, 2026

Plain LLM judge

0.457Spearman Rho

2

Jul 2, 2026

Behavior-Grounded LLM judge

0.281Spearman rho

2

Jul 2, 2026

Behavior-Grounded LLM judge

0.438Spearman Rho

2

Jul 2, 2026

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