Machine Unlearning on WMDP-cyber 1.0 (test) benchmark leaderboard · SOTA2 Research

Machine Unlearning on WMDP-cyber 1.0 (test)

53.7BF16 ScoreZero-shot

Evaluation Results

Method	Links
Zero-shot2026.05		53.7	53.7	0	—	74.1
Zero-shot2026.05		51.7	51.7	0	—	65.7
MANSU2026.05		49.7	46.4	0.033	54.1	72.1
GU+SimNPO2026.05		49.1	49.4	0.003	48.7	63.1
Zero-shot2026.05		48.7	48.7	0	—	61
SimNPO2026.05		48.7	49.7	0.01	48.4	63.1
NPO2026.05		48.1	47.7	0.004	47.7	61.8
GU+SimNPO2026.05		45.5	46.3	0.008	45.3	58.8
NPO2026.05		44.7	44.5	0.002	44.5	58
SimNPO2026.05		44	46.8	0.028	44.8	58
Surgical GA2026.05		43	46.7	0.037	47.3	71
GU+SimNPO2026.05		42	42.3	0.003	43	51.4
SimNPO2026.05		41.8	42.2	0.003	43.3	51.8
Zero-shot2026.05		40.3	40.3	0	—	53.8
NPO2026.05		36	39.3	0.033	43.7	71.5
Global GA2026.05		35.7	37	0.013	39	54.3
NPO2026.05		34	34.3	0.003	40	56.8
GU+SimNPO2026.05		33.3	44.3	0.11	26.7	71.5
NPO2026.05		32.3	33.8	0.015	34.3	47.3
MANSU2026.05		32.3	31.3	0.01	39.1	58.6
SimNPO2026.05		32	30.7	0.013	39	51
MANSU2026.05		31.4	28.7	0.027	41.4	64.4
GU+SimNPO2026.05		30	30	0	23	29.7
MANSU2026.05		29.1	26.8	0.023	38.4	59.8
Surgical GA2026.05		28.3	29	0.007	36.7	48
SimNPO2026.05		27	40.3	0.133	28	55.5
MANSU2026.05		25.4	23.4	0.02	34.8	52.1
Global GA2026.05		21.3	44.7	0.233	24.7	71