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ResearchFormerly WizWand

Image Classification on CIFAR-10 (test) (Classwise ECE)

0.2Classwise ECECSAM
0.16360.40930.6550.9007May 29, 2025
Updated 4mo ago

Evaluation results

MethodLinks
CSAMBackbone=PyramidNet-1102025.050.2
CSAMBackbone=WRN-28-102025.050.23
SAMBackbone=PyramidNet-1102025.050.25
SAMBackbone=WRN-28-102025.050.26
CSAMBackbone=ResNet-562025.050.29
MIT-LBackbone=WRN-28-102025.050.31
MIT-LBackbone=PyramidNet-1102025.050.31
SAMBackbone=ResNet-562025.050.32
AdaFocalBackbone=PyramidNet-1102025.050.34
AdaFocalBackbone=WRN-28-102025.050.35
FLBackbone=PyramidNet-1102025.050.36
AdaFocalBackbone=ResNet-562025.050.37
FLBackbone=WRN-28-102025.050.38
MixupBackbone=PyramidNet-1102025.050.45
MIT-LBackbone=ResNet-562025.050.46
FLBackbone=ResNet-562025.050.47
CEBackbone=WRN-28-102025.050.52
MMCEBackbone=WRN-28-102025.050.54
MMCEBackbone=PyramidNet-1102025.050.55
CEBackbone=PyramidNet-1102025.050.56
DualFocalBackbone=ResNet-562025.050.67
MMCEBackbone=ResNet-562025.050.78
CEBackbone=ResNet-562025.050.8
MixupBackbone=ResNet-562025.050.87
DualFocalBackbone=PyramidNet-1102025.051.03
MixupBackbone=WRN-28-102025.051.05
DualFocalBackbone=WRN-28-102025.051.11