Safety Alignment on PKU-SafeRLHF in-distribution (test) benchmark leaderboard · SOTA2 Research

Safety Alignment on PKU-SafeRLHF in-distribution (test)

99.44Accuracy (EN)DPO

Evaluation Results

Method	Links
DPO2026.02		99.44	98.33	97.22	97.78	96.11	70.56	7.22	50.56	30	17.22	66.44	12.44	0.5437
DPO+MLC2026.02		99.44	96.67	97.78	98.33	98.33	95	92.78	92.78	91.11	97.22	95.94	0.07	0.9697
DPO+MLC2026.02		98.33	98.39	96.11	97.22	96.67	95.56	95.56	97.22	95	95	96.83	0.02	0.9989
Raw2026.02		95.56	95.56	96.11	92.78	97.22	92.22	94.44	93.89	41.11	18.89	81.78	6.97	0.739
DPO2026.02		95	94.59	93.55	94.62	96.77	91.98	90.91	92.51	48.66	16.58	81.52	6.52	0.7793
Raw2026.02		93.33	96.11	93.33	92.22	93.89	53.33	6.11	33.89	21.11	12.22	59.55	13.14	0.5037
MPO2026.02		89.44	81.67	87.78	85.56	87.22	85	76.67	83.33	70.56	42.22	78.95	1.79	0.8942
MPO2026.02		81.11	81.67	82.22	77.22	78.33	77.22	4.44	70.56	59.44	42.78	65.5	5.53	0.6979
SDRRL2026.02		57.22	73.33	77.22	75	77.22	72.22	64.44	75.56	69.44	61.11	70.28	0.45	0.8412
SDRRL2026.02		51.11	78.33	82.22	50.56	73.33	81.67	72.77	80	76.67	72.78	71.94	0.89	0.7288