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ResearchFormerly WizWand

Image Classification on PACS ID (train)

96.7AccuracyRiskyDiff
93.5894.3995.296.01Dec 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
RiskyDiffModel=ViT-B/162025.1296.7
MixupModel=ViT-B/162025.1296.5
RiskyDiffModel=EfficientNet-B22025.1296.5
MixupModel=EfficientNet-B22025.1296.1
OriginalModel=EfficientNet-B22025.1296
RiskyDiffModel=DenseNet-1212025.1296
unCLIPModel=ViT-B/162025.1295.8
AdvDiffModel=EfficientNet-B22025.1295.8
RiskyDiffModel=ResNet-502025.1295.8
AdvDiffuserModel=EfficientNet-B22025.1295.7
AdvDiffModel=ViT-B/162025.1295.7
unCLIPModel=EfficientNet-B22025.1295.6
MixupModel=ResNet-502025.1295.2
AdvDiffuserModel=ViT-B/162025.1295.1
unCLIPModel=DenseNet-1212025.1294.8
OriginalModel=DenseNet-1212025.1294.7
MixupModel=DenseNet-1212025.1294.6
AdvDiffuserModel=ResNet-502025.1294.5
AdvDiffModel=ResNet-502025.1294.5
OriginalModel=ViT-B/162025.1294.4
AdvDiffuserModel=DenseNet-1212025.1294.4
unCLIPModel=ResNet-502025.1294.3
AdvDiffModel=DenseNet-1212025.1293.8
OriginalModel=ResNet-502025.1293.7