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Benchmarks
Class Unlearning on CIFAR-20 superclass (veg)
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95.71
Dr (Utility)
SSD
86.7452
89.0726
91.4
93.7274
Jun 15, 2026
Dr (Utility)
Df (Utility)
MIA (Privacy)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dr (Utility)
Df (Utility)
MIA (Privacy)
SSD
Backbone=ViT-Base, LoR...
2026.06
95.71
0
1.88
Original Model
Backbone=ViT-Base, LoR...
2026.06
95.59
97.57
91.32
TrustErase
Backbone=ViT-Base, LoR...
2026.06
94.78
0
3.08
Retrain
Backbone=ViT-Base, LoR...
2026.06
94.54
0
4.41
Amnesiac
Backbone=ViT-Base, LoR...
2026.06
93.29
0.02
1.02
UNSIR
Backbone=ViT-Base, LoR...
2026.06
93.25
89.02
58.67
Bad Teacher
Backbone=ViT-Base, LoR...
2026.06
92.92
8.28
0.02
Finetune
Backbone=ViT-Base, LoR...
2026.06
87.09
0.3
14.72
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