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Human Evaluation of Explanation Interpretability research benchmarks · SOTA2 Research

Human Evaluation of Explanation Interpretability

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Clinical Expert Evaluation Questionnaire Qualitative Survey (n=28) Likert Scale

CHiRPE (Graph + single narrative)

4.32Interpretability Score

7

Feb 26, 2026

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Clinical Expert Evaluation Questionnaire

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