Safety Alignment Evaluation on PKU-SafeRLHF 30K (test) benchmark leaderboard · SOTA2 Research

Safety Alignment Evaluation on PKU-SafeRLHF 30K (test)

90.23Win Rate (WR)wDPO

Evaluation Results

Method	Links
wDPO2026.03		90.23	1.63	0
Dr.DPO2026.03		88.93	2.01	0.13
wDPO2026.03		85.45	1.63	0.13
wDPO2026.03		84.01	4.51	0.38
Dr.DPO2026.03		83.77	2.38	0.5
rDPO2026.03		82.74	4.51	2.01
Dr.DPO2026.03		82.5	4.39	0.5
rDPO2026.03		82.13	6.64	3.26
rDPO2026.03		81.3	4.14	1.75
DPO2026.03		75.81	20.55	7.27
IPO2026.03		73.97	21.3	8.02
DPO2026.03		73.7	11.28	6.14
cDPO2026.03		72.91	25.44	12.78
IPO2026.03		72.7	11.78	6.14
IPO2026.03		70.22	26.82	13.53
DPO2026.03		69.19	26.57	14.41
Vanilla2026.03		69.09	32.21	13.16
cDPO2026.03		67.65	31.83	13.66
wDPO2026.03		59.92	13.03	3.01
cDPO2026.03		59.48	37.94	23.43
Dr.DPO2026.03		57.41	17.04	4.14
rDPO2026.03		46.54	57.77	23.43
IPO2026.03		45.27	61.65	22.68
cDPO2026.03		45.27	60.28	16.92
Vanilla2026.03		44.93	66.79	18.42
DPO2026.03		44.23	57.14	19.17
Vanilla2026.03		42.82	67.54	24.69
SFT2026.03		41.05	71.3	26.32
Vanilla2026.03		40.18	73.31	26.94
SFT2026.03		35.93	68.67	45.36
SFT2026.03		25.09	70.55	52.88
SFT2026.03		23.85	69.92	52.51