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ResearchFormerly WizWand

Calibration on CIFAR100 Noise levels 1-5 (val)

1.499NLLDeep Ensemble
1.415561.978782.5423.10522Oct 27, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Deep EnsembleBackbone=ResNet18, Noise-level=12021.101.499
ResNetBackbone=ResNet18, Noise-level=12021.101.782
GSDBackbone=ResNet18, Noise-level=12021.101.786
MCDOBackbone=ResNet18, Noise-level=12021.101.789
Deep EnsembleBackbone=ResNet18, Noise-level=22021.101.927
Deep EnsembleBackbone=ResNet18, Noise-level=32021.101.969
GSDBackbone=ResNet18, Noise-level=22021.102.108
MCDOBackbone=ResNet18, Noise-level=42021.102.208
MCDOBackbone=ResNet18, Noise-level=22021.102.225
MCDOBackbone=ResNet18, Noise-level=32021.102.269
GSDBackbone=ResNet18, Noise-level=32021.102.3
ResNetBackbone=ResNet18, Noise-level=22021.102.326
Deep EnsembleBackbone=ResNet18, Noise-level=42021.102.379
GSDBackbone=ResNet18, Noise-level=42021.102.676
ResNetBackbone=ResNet18, Noise-level=32021.102.773
MCDOBackbone=ResNet18, Noise-level=52021.102.788
Deep EnsembleBackbone=ResNet18, Noise-level=52021.102.99
GSDBackbone=ResNet18, Noise-level=52021.103.215
ResNetBackbone=ResNet18, Noise-level=42021.103.434
ResNetBackbone=ResNet18, Noise-level=52021.103.585