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Machine Unlearning on TOFU 1% forget

2.896-log(FQ)

Ref

Updated 3mo ago

Evaluation Results

Method	Links
Ref 2026.04		2.896	0	0	-100
Ref 2026.04		2.896	0	0	-100
SCN 2026.04		2.896	-0.279	-0.808	-100
GA 2026.04		2.17	0.772	1.675	-65.11
Ref 2026.04		1.845	0	0	-100
SCN 2026.04		1.266	4.928	6.241	-63.75
NPO 2026.04		1.266	0.022	0.028	-45.2
WGA 2026.04		1.266	-0.3	-0.38	96.35
ETW 2026.04		1.266	0.668	0.846	14.86
TNPO 2026.04		1.013	-0.158	-0.16	82.62
WGA 2026.04		0.393	0.744	0.292	-52.68
SatImp 2026.04		0.393	1.104	0.434	-13.35
GA 2026.04		0.238	11.546	2.743	18.65
NPO 2026.04		0.238	7.317	1.739	-10.27
GA 2026.04		0.238	6.052	1.438	-8.05
SatImp 2026.04		0.238	3.487	0.829	18.93
SCE 2026.04		0.238	6.16	1.464	34.26
TNPO 2026.04		0.116	2.162	0.25	28.22
SCE 2026.04		0.116	4.343	0.503	-64.27
SCN 2026.04		0.116	6.559	0.76	-45.76
TNPO 2026.04		0.116	1.086	0.126	72.46
ETW 2026.04		0.116	4.588	0.531	-8.89
NPO 2026.04		0.116	1.728	0.2	2.39
SCE 2026.04		0.037	7.272	0.267	-49.47
WGA 2026.04		0.037	3.492	0.128	23.49
SatImp 2026.04		0.037	3.548	0.13	44.51
ETW 2026.04		0.037	7.185	0.264	6.14
Retrain 2026.04		0	0.006	0	-2.24
Retrain 2026.04		0	0.478	0	1.69
Retrain 2026.04		0	0.219	0	1.89