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ResearchFormerly WizWand

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

0.006ECEKFAC
0.00320.02210.0410.0599Jun 16, 2023
Updated 8mo ago

Evaluation results

MethodLinks
KFACBackbone=WideResNet2023.060.006
SGLDBackbone=VGG-162023.060.0082
SWABackbone=WideResNet2023.060.0087
KFACBackbone=PreResNet-1642023.060.0092
KFACBackbone=VGG-162023.060.0094
SWAGBackbone=WideResNet2023.060.0096
CIBERBackbone=VGG-162023.060.013
SGDBackbone=WideResNet2023.060.0166
SGLDBackbone=WideResNet2023.060.0192
SWABackbone=PreResNet-1642023.060.0203
SWAGBackbone=PreResNet-1642023.060.0214
CIBERBackbone=PreResNet-1642023.060.025
SGLDBackbone=PreResNet-1642023.060.0251
SGDBackbone=PreResNet-1642023.060.0255
SWAGBackbone=VGG-162023.060.0391
SWABackbone=VGG-162023.060.0408
SGDBackbone=VGG-162023.060.0483
CIBERBackbone=WideResNet2023.060.076