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Capability Calibration research benchmarks · SOTA2 Research

Capability Calibration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Verbalized confidence

0.117Brier Score

18

Feb 26, 2026

Verbalized confidence

0.046Brier Score

18

Feb 26, 2026

Probe (train on MATH)

0.027Brier Score

18

Feb 26, 2026

Verbalized confidence

0.027Brier Score

18

Feb 26, 2026

Popular datasets

GSM8K MATH AIME GPQA

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