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Machine Unlearning on CIFAR-100 10+10 classes (test)
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74.3
Retain Accuracy
Original
40.5
49.275
58.05
66.825
Feb 6, 2026
Retain Accuracy
Forget F2 (FPR95)
Forget F1 (FPR95)
Updated 4d ago
Evaluation Results
Method
Method
Links
Retain Accuracy
Forget F2 (FPR95)
Forget F1 (FPR95)
Original
strategy=Original
2026.02
74.3
84.2
-
GradAsc
strategy=GradAsc
2026.02
74.2
68.7
62.2
TFER + Orthogonal
strategy=Modular Ortho...
2026.02
74.1
41.2
42.1
Naive Continual
strategy=Naive Continual
2026.02
73.3
73.2
84
Random Label
strategy=Random Label
2026.02
73.1
46
46.6
Retrain
strategy=Retrain
2026.02
41.8
95.4
-
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