Machine Unlearning on Tiny-ImageNet Random forgetting benchmark leaderboard · SOTA2 Research

Machine Unlearning on Tiny-ImageNet Random forgetting

99.98RARetrain

Evaluation Results

Method	Links
Retrain2026.05		99.98	60.25	60.72	0	64.5	169.5
FT2026.05		99.98	99.96	61.43	40.42	3.89	8.48
GU2026.05		99.98	99.98	61.72	40.73	1.42	15.29
l1-sparse2026.05		98.86	59.66	58.16	4.27	54.54	9.11
ROSU2026.05		98.7	60.72	58.73	3.74	47.31	13.16
OrthoGrad2026.05		98.63	65.39	52.54	14.67	41.19	15.6
UAM2026.05		97.61	69.88	56.37	16.35	46.63	11.69
IU2026.05		89.83	89.25	50.84	49.03	14.42	1.25
PCGrad2026.05		88.39	65.44	50.93	26.57	37.2	7.96
NG2026.05		0.6	0.57	0.61	219.17	66.55	8.47