Calibration on CIFAR-10 (val)
0.04ECE (Noise-level 1)GSD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GSDBackbone=ResNet-182021.10 | 0.04 | 0.055 | 0.06 | 0.08 | 0.106 | |
| Deep EnsembleBackbone=ResNet-182021.10 | 0.051 | 0.075 | 0.078 | 0.118 | 0.184 | |
| MCDOBackbone=ResNet-182021.10 | 0.076 | 0.098 | 0.102 | 0.164 | 0.251 | |
| ResNetBackbone=ResNet-182021.10 | 0.102 | 0.141 | 0.153 | 0.209 | 0.293 |