Machine Unlearning on TOFU 5% forget split benchmark leaderboard · SOTA2 Research

Machine Unlearning on TOFU 5% forget split

13.955-log(FQ)Ref

Evaluation Results

Method	Links
Ref2026.04		13.955	0	0	-100
Ref2026.04		12.876	0	0	-100
SCE2026.04		12.876	0.539	6.944	12.15
Ref2026.04		12.184	0	0	-99.98
SatImp2026.04		6.094	0.981	5.978	41.36
GA2026.04		3.366	9.704	32.658	3.07
TNPO2026.04		3.015	7.766	23.412	-63.89
SCN2026.04		2.681	4.251	11.397	-1.76
WGA2026.04		1.927	7.224	13.917	-9.96
WGA2026.04		1.927	2.77	5.336	13.35
SCE2026.04		1.403	6.384	8.955	-3.25
SCN2026.04		1.403	3.781	5.304	-14.34
TNPO2026.04		1.167	9.269	10.82	-21.48
GA2026.04		1.167	2.668	3.114	-14.45
SCN2026.04		1.056	8.719	9.211	-37.37
SatImp2026.04		1.056	2.956	3.123	2.74
GA2026.04		0.95	8.111	7.703	-8.36
SatImp2026.04		0.847	8.036	6.81	6.7
WGA2026.04		0.657	8.315	5.459	-4
TNPO2026.04		0.484	1.845	0.893	-22.47
SCE2026.04		0.405	9.886	4.004	2.51
ETW2026.04		0.263	8.312	2.189	-3.51
ETW2026.04		0.263	5.925	1.561	-18.4
ETW2026.04		0.263	4.338	1.143	-4.09
NPO2026.04		0.101	9.591	0.964	-19.87
NPO2026.04		0.101	2.607	0.262	-7.04
NPO2026.04		0.016	6.355	0.099	-20.3
Retrain2026.04		0	0.447	0	-0.15
Retrain2026.04		0	0.454	0	-0.32
Retrain2026.04		0	0.172	0	-0.37