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ResearchFormerly WizWand

Image Classification on CIFAR-10 Class Unlearning (Drt)

98.72Accuracy (Drt)Residual Feature Alignment Unlearning
33.834450.679767.52584.3703Nov 13, 2024
Updated 6mo ago

Evaluation results

MethodLinks
Residual Feature Alignment UnlearningBackbone=ViT2024.1198.72
OriginalBackbone=ViT2024.1198.64
RetrainBackbone=ViT2024.1198.64
BadTBackbone=ViT2024.1198.56
FinetuneBackbone=ViT2024.1198.49
SCRUBBackbone=ViT2024.1198.43
RetrainBackbone=ResNet182024.1195.89
SCRUBBackbone=ResNet182024.1195.73
FinetuneBackbone=ResNet182024.1195.69
OriginalBackbone=ResNet182024.1195.64
Residual Feature Alignment UnlearningBackbone=ResNet182024.1195.52
BadTBackbone=ResNet182024.1195.38
NegGradBackbone=ResNet182024.1180.62
NegGradBackbone=ViT2024.1136.33