Machine Unlearning on CIFAR10 frog benchmark leaderboard · SOTA2 Research

Machine Unlearning on CIFAR10 frog

0KL Divergence (t)pθr

Evaluation Results

Method	Links
pθr2026.05		0	—	0	99.4	97.1	100
DIR-2C2026.05		0.02	0.02	0.17	99.6	99.9	5
SCRUB2026.05		0.02	4.7	0.12	99.2	95.9	6.6
FT2026.05		0.02	0.02	0.17	99.6	99.7	19
pθ2026.05		0.03	—	0.31	99.7	100	—
LDA2026.05		0.03	0.03	0.25	99.6	100	5
LDA-Mix2026.05		0.03	0.03	0.24	99.6	100	5.5
LDA-2C2026.05		0.03	0.03	0.24	99.6	99.9	5
GA+FT2026.05		0.2	0.2	2.1	97	71.8	19
DIR2026.05		1	1.3	10	89.8	6.7	5
RL+FT2026.05		1	1.3	10	89.7	6	4.4
SalUn2026.05		1.5	1.5	14	89	0.2	4.5
GA2026.05		11	1,230	43	49.4	0	2.1