Machine Unlearning on CIFAR-100 50% class-wise data forgetting (train test) benchmark leaderboard · SOTA2 Research

Machine Unlearning on CIFAR-100 50% class-wise data forgetting (train test)

99.9Accuracy Dr (Train)Retraining

Evaluation Results

Method	Links
Retraining2026.04		99.9	68.5	0	0	83.4	0
IEU w/GA2026.04		99.9	68.8	0	0	83.4	0.001
FT2026.04		99.8	67.7	5.8	3.8	83.4	0.021
RL2026.04		99.6	66.5	0	0	83.3	0.005
SCRUB2026.04		99.5	80.6	0	0	83.3	0.009
IEU w/GA2026.04		99.2	77.4	0	0	83.3	0.002
RL2026.04		99.1	78.6	0	0	83.3	0.004
Retraining2026.04		98.9	77.3	0	0	83.7	0
FT2026.04		98.9	79.7	0	0	83.3	0.006
IEU w/GA+Noisy2026.04		98.3	77	0	0	83.3	0.003
IEU w/Noisy2026.04		98	76.9	0	0	83.3	0.003
IEU w/GA+Noisy2026.04		98	67.5	0	0	83.6	0.006
IEU w/Noisy2026.04		97.7	67.9	0	0	83.5	0.006
SCRUB2026.04		84.2	67	0	0	83.6	0.035
SALUN2026.04		70.7	60.9	1.2	1	83.3	0.094
SALUN2026.04		66.4	58.7	0.1	0.1	85.3	0.091