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ResearchFormerly WizWand

Error Detection on Adversarial Attacks (test)

89.52AUCENS-V
31.831246.808161.78576.7619Aug 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ENS-VBackbone=ViT2023.0889.52
MDSallBackbone=ViT2023.0889.44
ENS-FBackbone=ViT2023.0888.72
ENS-RBackbone=ViT2023.0888.17
ENS-RBackbone=ResNet-502023.0883.79
SHEBackbone=ViT2023.0883.54
MDSlBackbone=ViT2023.0882.98
ENS-FBackbone=ResNet-502023.0882.6
DICEBackbone=ViT2023.0880.6
ENS-VBackbone=ResNet-502023.0880.47
RELATIONBackbone=ViT2023.0879.1
ASHBackbone=ResNet-502023.0878.06
RELATIONBackbone=ResNet-502023.0876.28
SHEBackbone=ResNet-502023.0875.02
MDSallBackbone=ResNet-502023.0874.65
MSPBackbone=ResNet-502023.0874.04
DaBackbone=ResNet-502023.0873.97
MDSlBackbone=ResNet-502023.0872.39
GRADNORMBackbone=ViT2023.0870.92
DaBackbone=ViT2023.0870.37
MSPBackbone=ViT2023.0870.29
CADET MinBackbone=ViT2023.0870.02
VIMBackbone=ResNet-502023.0869.83
REACTBackbone=ResNet-502023.0869.32
MAX LOGITBackbone=ResNet-502023.0868.37
MDSfBackbone=ViT2023.0868.18
REACTBackbone=ViT2023.0868
CADET MinBackbone=ResNet-502023.0867.85
MAX LOGITBackbone=ViT2023.0867.67
EBOBackbone=ResNet-502023.0867.63
EBOBackbone=ViT2023.0866.63
ASHBackbone=ViT2023.0866.63
DICEBackbone=ResNet-502023.0865.71
VIMBackbone=ViT2023.0863.37
ODINBackbone=ResNet-502023.0862.96
GRADNORMBackbone=ResNet-502023.0862.49
ODINBackbone=ViT2023.0856.98
MDSfBackbone=ResNet-502023.0856.66
LOGIT NORMBackbone=ResNet-502023.0855.94
LOGIT NORMBackbone=ViT2023.0834.05