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ResearchFormerly WizWand

Biomedical Image Classification on OpenSRH 1.0 (test)

75Acc-DResNet-50
-317.2537.557.75Mar 13, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Patient2025.037577.88
ResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Slide2025.0374.7172.94
ResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Patch2025.0366.8164.81
ResNet-101Surrogate Model=ResNet-50 [17], Attack Type=Patch2025.0339.4941.98
ResNet-101Surrogate Model=ResNet-50 [17], Attack Type=Slide2025.0337.3539.6
ResNet-101Surrogate Model=ResNet-50 [17], Attack Type=Patient2025.0336.6643.33
WResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Patch2025.0335.6437.99
WResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Slide2025.0332.6837.34
WResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Patient2025.0331.6738.63
ResNet-101Surrogate Model=HSAT-ResNet-50, Attack Type=Patch2025.0323.6929.68
WResNet-50Surrogate Model=HSAT-ResNet-50, Attack Type=Patch2025.0320.6225.76
ResNet-50Surrogate Model=HSAT-ResNet-50, Attack Type=Patch2025.0320.4825.67
HSAT-WResNet-50Surrogate Model=HSAT-WResNet-50, Attack Type=Patch2025.0315.3416.62
HSAT-ResNet-50Surrogate Model=HSAT-ResNet-50, Attack Type=Patch2025.039.5411.38
HSAT-WResNet-50Surrogate Model=HSAT-ResNet-50, Attack Type=Patch2025.034.817.43
HSAT-WResNet-50Surrogate Model=Average, Attack Type=Slide2025.034.187.17
HSAT-WResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Patient2025.033.335.58
HSAT-WResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Slide2025.032.725.26
HSAT-WResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Patch2025.032.484.32
HSAT-ResNet-50Surrogate Model=Average, Attack Type=Patch2025.032.334.02
HSAT-ResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Slide2025.031.553.56
HSAT-ResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Patch2025.031.423.08
HSAT-ResNet-50Surrogate Model=ResNet-50 [17], Attack Type=Patient2025.031.273.16
HSAT-ResNet-50Surrogate Model=WResNet-50 [17], Attack Type=Patient2025.0301.27