Overrefusal Detection on OR-Bench benchmark leaderboard · SOTA2 Research

Overrefusal Detection on OR-Bench

93.42AUROCT3+OCSVM

Evaluation Results

Method	Links
T3+OCSVM2026.02		93.42	25.17	96.62	92.93
DUOGUARD2026.02		93.11	43.5	97.29	90.63
T3+GMM2026.02		91.08	22.17	92.65	94.05
LLAMAGUARD3-1B2026.02		89.05	14.83	92.4	93.46
POLYGUARD2026.02		87.17	53.17	91.81	88.33
T3+GMM2026.02		85.94	32.67	90.22	91.53
T3+OCSVM2026.02		85.81	41	91.14	90.6
MDJUDGE2026.02		85.77	89	94.78	90.82
LLAMAGUARD4-12B2026.02		84.98	27.48	98.39	97.96
CIDER2026.02		79	71.17	90.19	85.36
GMM2026.02		75.3	68.83	86.79	85.47
RMD2026.02		74.74	75.5	86.74	84.91
VIM2026.02		71.62	72.5	83.86	84.93
NNGUIDE2026.02		62.2	92.83	78.62	83.33
ADASCALE2026.02		55.09	97.83	74.16	83.33
REACT2026.02		54.38	94.17	74.2	83.33
OPENMAX2026.02		47.1	98.17	68.71	83.33
FDBD2026.02		41.69	95.17	66.62	83.33