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ResearchFormerly WizWand

Image Classification on Fashion-MNIST Class Unlearning (Drt)

96.71AccuracyRetrain
31.106848.138465.1782.2016Nov 13, 2024
Updated 6mo ago

Evaluation results

MethodLinks
RetrainBackbone=ViT2024.1196.71
FinetuneBackbone=ViT2024.1196.5
SCRUBBackbone=ViT2024.1196.43
Residual Feature Alignment UnlearningBackbone=ViT2024.1196.41
BadTBackbone=ViT2024.1196.36
RetrainBackbone=ResNet182024.1196.33
SCRUBBackbone=ResNet182024.1196.07
Residual Feature Alignment UnlearningBackbone=ResNet182024.1195.94
BadTBackbone=ResNet182024.1195.77
FinetuneBackbone=ResNet182024.1195.76
OriginalBackbone=ResNet182024.1195.47
OriginalBackbone=ViT2024.1195.34
NegGradBackbone=ResNet182024.1181.87
NegGradBackbone=ViT2024.1133.63