Machine Unlearning on CIFAR-10 (train) benchmark leaderboard · SOTA2 Research

Machine Unlearning on CIFAR-10 (train)

0Average GapGold Std

Evaluation Results

Method	Links
Gold Std2025.03		0	0	111
Gold Std2025.03		0	0	5.32
UNSIR2025.03		0.005	0	10.68
BadT2025.03		0.0075	0	8.97
SCRUB2025.03		0.0075	0	16.66
LoTUS2025.03		0.0075	0	7.25
SalUn2025.03		0.01	0	37.97
Finetuning2025.03		0.0125	0	11.33
NegGrad+2025.03		0.0125	0	12.61
RndLbl2025.03		0.0125	0	12.78
LoTUS2025.03		0.0125	0	7.34
LoTUS2025.03		0.03	0	0.3
LoTUS2025.03		0.035	0	0.29
SSD2025.03		0.0375	0	13.65
SCRUB2025.03		0.075	0	0.58
SSD2025.03		0.0825	0.0001	0.54
RndLbl2025.03		0.0925	0.0001	0.57
NegGrad+2025.03		0.0975	0.0001	0.49
UNSIR2025.03		0.1075	0.0001	0.45
Finetuning2025.03		0.1375	0.0001	0.43
SalUn2025.03		0.18	0.0001	1.56
BadT2025.03		0.265	0.0002	0.33