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Machine Unlearning on CIFAR-10 forget split (10%)
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100
Accuracy
BadT
6.4
30.7
55
79.3
Apr 3, 2025
Accuracy
MIA Leakage
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
MIA Leakage
BadT
Backbone=ResNet-18, Nu...
2025.04
100
60.33
SalUn
Backbone=ResNet-18, Nu...
2025.04
100
63.61
ESC
Backbone=ResNet-18, Nu...
2025.04
100
73.43
SCRUB
Backbone=ResNet-18, Nu...
2025.04
99.99
86.41
ESC-T
Backbone=ResNet-18, Nu...
2025.04
99.86
76.74
Finetune
Backbone=ResNet-18, Nu...
2025.04
99.85
87.73
NG
Backbone=ResNet-18, Nu...
2025.04
96.57
79.26
RL
Backbone=ResNet-18, Nu...
2025.04
94.52
27.99
Retrain
Backbone=ResNet-18, Nu...
2025.04
10
74.64
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