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ResearchFormerly WizWand

Image Classification on CIFAR-100 (test) (Calibration - ECE)

1.58ECEKFAC
0.89525.517610.1414.7624Jun 16, 2023
Updated 8mo ago

Evaluation results

MethodLinks
KFACBackbone=PreResNet-1642023.061.58
CIBERBackbone=VGG-162023.061.68
SGLDBackbone=WideResNet2023.062.96
SGLDBackbone=PreResNet-1642023.063.63
KFACBackbone=WideResNet2023.063.79
SGLDBackbone=VGG-162023.064.24
SGDBackbone=WideResNet2023.064.79
SWAGBackbone=WideResNet2023.066.78
SWABackbone=WideResNet2023.066.84
SWABackbone=PreResNet-1642023.067
KFACBackbone=VGG-162023.067.78
SGDBackbone=PreResNet-1642023.0610.12
SWAGBackbone=PreResNet-1642023.0610.31
CIBERBackbone=PreResNet-1642023.0614.23
SWABackbone=VGG-162023.0615.14
SWAGBackbone=VGG-162023.0615.35
CIBERBackbone=WideResNet2023.0616.5
SGDBackbone=VGG-162023.0618.7