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Overrefusal evaluation research benchmarks · SOTA2 Research

Overrefusal evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99.85RR

32

Jun 15, 2026

97.6Helpfulness Score

12

Apr 13, 2026

Over-refusal Evaluation Suite OB, FB

9.9Overrefusal Rate (OB)

7

Apr 23, 2026

0.3Refusal Rate (RR)

6

Mar 13, 2026

0RR

6

Mar 13, 2026

92RR

6

Mar 13, 2026

4.44Refusal Rate

6

Mar 13, 2026

TensorTrust overrefusal

91Performance Score

2

Mar 12, 2026

IH-Challenge overrefusal

1Performance Score

2

Mar 12, 2026

Popular datasets

Koala FORTRESS GSM-8K Over-refusal Evaluation Suite SQL

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