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ResearchFormerly WizWand

Calibration on CIFAR10 Noise levels 1-5 (val)

0.531NLLGSD
0.470160.880831.29151.70217Oct 27, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GSDBackbone=ResNet18, Noise-level=12021.100.531
Deep EnsembleBackbone=ResNet18, Noise-level=12021.100.544
MCDOBackbone=ResNet18, Noise-level=12021.100.667
GSDBackbone=ResNet18, Noise-level=22021.100.716
ResNetBackbone=ResNet18, Noise-level=12021.100.718
Deep EnsembleBackbone=ResNet18, Noise-level=22021.100.737
Deep EnsembleBackbone=ResNet18, Noise-level=32021.100.753
GSDBackbone=ResNet18, Noise-level=32021.100.785
MCDOBackbone=ResNet18, Noise-level=32021.100.831
MCDOBackbone=ResNet18, Noise-level=22021.100.845
ResNetBackbone=ResNet18, Noise-level=22021.100.979
GSDBackbone=ResNet18, Noise-level=42021.101.007
ResNetBackbone=ResNet18, Noise-level=32021.101.043
Deep EnsembleBackbone=ResNet18, Noise-level=42021.101.055
MCDOBackbone=ResNet18, Noise-level=42021.101.262
GSDBackbone=ResNet18, Noise-level=52021.101.346
ResNetBackbone=ResNet18, Noise-level=42021.101.436
Deep EnsembleBackbone=ResNet18, Noise-level=52021.101.551
MCDOBackbone=ResNet18, Noise-level=52021.101.947
ResNetBackbone=ResNet18, Noise-level=52021.102.052