Knowledge Unlearning on ZsRE benchmark leaderboard · SOTA2 Research

Knowledge Unlearning on ZsRE

40.77EfficiencyROME

Evaluation Results

Method	Links
ROME2026.05		40.77	38.93	31.72	7.48
Base2026.05		40.71	39.12	31.61	7.48
ROME2026.05		40.46	36.84	29.99	7.48
Base2026.05		40.42	36.84	29.87	7.47
MEMIT2026.05		35.15	34.6	30.05	7.48
MEMIT2026.05		34.6	34.24	31.49	7.63
AlphaEdit2026.05		34.12	34.19	29.93	7.48
Base2026.05		33.76	33.44	29.55	12.88
ROME2026.05		33.67	33.06	29.59	12.9
AlphaEdit2026.05		33.53	33.09	30.58	7.87
Base2026.05		32.82	32.23	28.12	12.88
ROME2026.05		32.8	32.17	28.05	12.89
ZeroUnlearn2026.05		32.67	32.39	29.67	7.76
MEMIT2026.05		32.32	31.17	28.01	12.89
ROME2026.05		31.5	31.25	29.14	11.25
Base2026.05		31.44	31.08	28.98	11.21
ZeroUnlearn-GD2026.05		31.44	31.5	29.6	8.2
FT2026.05		31.36	30.91	26.99	8.16
ROME2026.05		30.66	30.93	27.7	11.25
Base2026.05		30.63	31.13	27.69	11.21
MEMIT2026.05		30.33	30.07	28.62	11.29
MEMIT2026.05		29.78	29.6	29.16	13.01
AlphaEdit2026.05		29.59	29.9	27.8	12.88
MEMIT2026.05		28.97	29.55	27.83	11.2
FT2026.05		28.89	27.8	27.98	11.97
FT2026.05		28.83	27.7	26.8	13.24
AlphaEdit2026.05		28.55	28.89	28.07	10.9
AlphaEdit2026.05		28.52	28.29	27.82	11.2
ZeroUnlearn-GD2026.05		28.04	27.73	27.26	11.71
ZeroUnlearn2026.05		27.85	27.52	27.73	13.08
AlphaEdit2026.05		27.66	27.54	28.04	13.25
ZeroUnlearn2026.05		25.35	25.53	27.28	10.96
ZeroUnlearn-GD2026.05		25.29	25.22	25.32	13.6
FT2026.05		25.13	24.52	24.62	15.57
FT2026.05		24.68	23.9	27.04	12.48
FT2026.05		20.42	19.7	21.45	9.92
GA2026.05		3.17	2.81	7.1	1,000
GA2026.05		1.41	1.16	3.53	1,000
GA2026.05		0.27	0.27	0	1,000
GA2026.05		0.1	0.11	1.08	1,000
GA2026.05		0.09	0.08	0.53	1,000
GA2026.05		0	0	0.11	1,000