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Benchmarks
Continual Unlearning on VGGFace2 Phase 2
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96.81
Accuracy ($D_{tr}$)
Retrain
20.2764
40.1457
60.015
79.8843
Apr 21, 2026
Accuracy ($D_{tr}$)
Accuracy ($D_{tf}$)
Accuracy ($D_{tg}$)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy ($D_{tr}$)
Accuracy ($D_{tf}$)
Accuracy ($D_{tg}$)
Retrain
Backbone=ResNet-50, Ph...
2026.04
96.81
0
0
SCRUB
Backbone=ResNet-50, Ph...
2026.04
95.26
6.85
2.39
SAFER
Backbone=ResNet-50, Ph...
2026.04
95.25
0
0
SALUN
Backbone=ResNet-50, Ph...
2026.04
93.07
0.66
37.75
NegGrad
Backbone=ResNet-50, Ph...
2026.04
89.48
39.9
92.36
Finetune
Backbone=ResNet-50, Ph...
2026.04
84.89
0
0
BndShrink
Backbone=ResNet-50, Ph...
2026.04
68.65
12.6
27.37
SSD
Backbone=ResNet-50, Ph...
2026.04
23.22
0
0
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