Calibration on ImageNet-C OOD-domains
1.43ECE (%)MD-TS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MD-TSArchitecture=Efficientnet-bl2022.06 | 1.43 | — | |
| MD-TSArchitecture=BiT-M-R502022.06 | 1.52 | — | |
| TSArchitecture=Efficientnet-bl2022.06 | 1.56 | — | |
| MD-TSArchitecture=ResNet-502022.06 | 1.89 | — | |
| TSArchitecture=ViT-Base2022.06 | 1.91 | — | |
| MSPArchitecture=BiT-M-R502022.06 | 2.04 | — | |
| MSPArchitecture=ViT-Base2022.06 | 2.04 | — | |
| MD-TSArchitecture=ViT-Base2022.06 | 2.09 | — | |
| TSArchitecture=ResNet-502022.06 | 2.27 | — | |
| TSArchitecture=BiT-M-R502022.06 | 2.53 | — | |
| MD-TSArchitecture=ViT-Base2022.06 | 3.86 | — | |
| TSArchitecture=ViT-Base2022.06 | 4.01 | — | |
| MD-TSArchitecture=Efficientnet-b12022.06 | 4.05 | — | |
| MSPArchitecture=ViT-Base2022.06 | 4.09 | — | |
| MD-TSArchitecture=BiT-M-R502022.06 | 4.3 | — | |
| MD-TSArchitecture=ResNet-502022.06 | 4.55 | — | |
| MSPArchitecture=ResNet-502022.06 | 4.86 | — | |
| TSArchitecture=Efficientnet-b12022.06 | 4.87 | — | |
| MSPArchitecture=Efficientnet-bl2022.06 | 5.21 | — | |
| TSArchitecture=ResNet-502022.06 | 5.7 | — | |
| MSPArchitecture=BiT-M-R502022.06 | 6.32 | — | |
| TSArchitecture=BiT-M-R502022.06 | 6.5 | — | |
| MSPArchitecture=Efficientnet-b12022.06 | 6.54 | — | |
| MSPArchitecture=ResNet-502022.06 | 6.87 | — |