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Machine Unlearning on CIFAR-10 (test, bird class only)

100Forgetting Accuracy (Class)

AdvNegGrad

-4235077Feb 18, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.02
100
2026.02
100
2026.02
100
2026.02
100
2026.02
100
2026.02
100
2026.02
100
2026.02
100
2026.02
100
2026.02
99.6
2026.02
99.4
2026.02
99.4
2026.02
99.1
2026.02
97.6
2026.02
96.3
2026.02
95.7
2026.02
94
2026.02
86.7
2026.02
86.7
2026.02
72.8
2026.02
63.3
2026.02
51.3
2026.02
48.3
2026.02
46.9
2026.02
45.9
2026.02
38.5
2026.02
27.2
2026.02
26.4
2026.02
12.2
2026.02
9.5
2026.02
6
2026.02
2.2
2026.02
1.3
2026.02
0.9
2026.02
0.6
2026.02
0.5
2026.02
0.1
2026.02
0
2026.02
0
2026.02
0
2026.02
0
2026.02
0
2026.02
0
2026.02
0
2026.02
0
2026.02
0
2026.02
0
2026.02
0