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Honesty Alignment research benchmarks · SOTA2 Research

Honesty Alignment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Natural Questions (NQ) In-Domain

85.16AUROC

33

Mar 5, 2026

86.1Win Rate (WR)

20

May 19, 2026

HonestyBench OOD

81.19Squad Score

13

Mar 5, 2026

HonestyBench In-Domain

85.16NQ Score

13

Mar 5, 2026

OOD Aggregate Average

0.845AUROC

3

Mar 5, 2026

In-Domain Aggregate Average

84.36AUROC

3

Mar 5, 2026

Popular datasets

HonestyBench Natural Questions HHH-Alignment In-Domain Aggregate OOD Aggregate

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