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ResearchFormerly WizWand

Error Detection on Corruptions (test)

99.1AUCMDSall
27.96446.43264.983.368Aug 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MDSallBackbone=ViT2023.0899.1
ENS-FBackbone=ViT2023.0898.41
ENS-VBackbone=ViT2023.0898.27
ENS-RBackbone=ViT2023.0897.84
MAX LOGITBackbone=ResNet-502023.0896.84
ASHBackbone=ResNet-502023.0896.74
EBOBackbone=ResNet-502023.0896.61
ENS-FBackbone=ResNet-502023.0896.49
MDSlBackbone=ViT2023.0896.39
DaBackbone=ResNet-502023.0896.26
DaBackbone=ViT2023.0895.96
MSPBackbone=ResNet-502023.0895.93
ENS-RBackbone=ResNet-502023.0895.92
MSPBackbone=ViT2023.0895.75
SHEBackbone=ViT2023.0895.7
MAX LOGITBackbone=ViT2023.0895.55
DICEBackbone=ResNet-502023.0895.53
ODINBackbone=ResNet-502023.0895.02
REACTBackbone=ResNet-502023.0895.01
EBOBackbone=ViT2023.0895.01
ASHBackbone=ViT2023.0895.01
RELATIONBackbone=ResNet-502023.0895
REACTBackbone=ViT2023.0894.81
ENS-VBackbone=ResNet-502023.0894.73
SHEBackbone=ResNet-502023.0894.2
RELATIONBackbone=ViT2023.0894.18
GRADNORMBackbone=ViT2023.0894
VIMBackbone=ResNet-502023.0893.03
GRADNORMBackbone=ResNet-502023.0892.73
VIMBackbone=ViT2023.0891.64
ODINBackbone=ViT2023.0890.83
CADET MinBackbone=ResNet-502023.0890.11
MDSallBackbone=ResNet-502023.0889.9
DICEBackbone=ViT2023.0889.13
LOGIT NORMBackbone=ResNet-502023.0884.37
CADET MinBackbone=ViT2023.0881.55
MDSfBackbone=ResNet-502023.0876.47
MDSlBackbone=ResNet-502023.0875.85
LOGIT NORMBackbone=ViT2023.0833.65
MDSfBackbone=ViT2023.0830.7