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ResearchFormerly WizWand

Class Unlearning on Small CIFAR-5

99.96Retention AccuracyCF-k

Evaluation results

Method	Links
CF-k2026.01		99.96	42.33	95.79	97.83	15.61
SCRUB2026.01		99.96	7.33	95.5	43.67	37.84
Original2026.01		99.92	0	95.25	26.5	43.89
Re-train2026.01		99.79	100	93.33	100	0
NegGrad+2026.01		99.5	19.83	93.83	58.67	30.57
EU-k2026.01		99.46	100	84.5	100	2.29
RURK2026.01		98.58	87.17	93.71	96.33	4.52
SSD2026.01		98.46	7	93.29	42.17	38.05
GA2026.01		98.17	33	92.79	64.33	26.21
Fisher2026.01		93.75	14.33	89.12	54.67	35.31
NGD2026.01		91.38	100	59.75	100	10.5
GD2026.01		67.29	93.67	62.75	89.83	19.9
NTK2026.01		25	100	25	100	35.78