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Benchmarks
Continual Unlearning on VGGFace2 Phase 3
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96.67
Accuracy (D_tr)
Retrain
-1.8076
23.7587
49.325
74.8913
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
96.67
0
0
SAFER
Backbone=ResNet-50, Ph...
2026.04
95.53
0
0
SCRUB
Backbone=ResNet-50, Ph...
2026.04
95.42
0.18
4.14
SALUN
Backbone=ResNet-50, Ph...
2026.04
92.83
2.31
17.65
NegGrad
Backbone=ResNet-50, Ph...
2026.04
90.69
32.2
93.17
Finetune
Backbone=ResNet-50, Ph...
2026.04
85.04
0
0
BndShrink
Backbone=ResNet-50, Ph...
2026.04
40.69
1.98
11.18
SSD
Backbone=ResNet-50, Ph...
2026.04
1.98
0
0
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