Machine Unlearning on CIFAR-10 1% random data forgetting benchmark leaderboard · SOTA2 Research

Machine Unlearning on CIFAR-10 1% random data forgetting

39.2Utility Retention (UA)SFRon

Evaluation Results

Method	Links
SFRon2025.05		39.2	62.41	62.88	32.1	26.86
NegGrad+2025.05		20.47	98.37	89.68	24.8	4.67
RL2025.05		17.2	99.91	90.45	46.6	8.72
MCUβ2025.05		11.02	99.97	91.02	19	0.3
RT2025.05		11	99.98	90.66	18.2	0
MCU2025.05		10.63	99.98	89.82	17.24	0.54
SalUn2025.05		7.53	99.05	91.03	17.47	1.38
GA2025.05		1.4	99.18	90.12	3.53	6.4
FT2025.05		0.47	99.93	90.96	3.2	6.47
NegTV2025.05		0.13	99.98	90.97	1.26	7.03