Calibration on ImageNet-C (InD-domains)
0.89ECE (%)TS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TSArchitecture=BiT-M-R502022.06 | 0.89 | — | — | |
| MSPArchitecture=BiT-M-R502022.06 | 0.9 | — | — | |
| MD-TSArchitecture=ResNet-502022.06 | 1.06 | — | — | |
| TSArchitecture=ResNet-502022.06 | 1.09 | — | — | |
| MD-TSArchitecture=BiT-M-R502022.06 | 1.18 | — | — | |
| TSArchitecture=Efficientnet-bl2022.06 | 1.23 | — | — | |
| TSArchitecture=ViT-Base2022.06 | 1.4 | — | — | |
| MD-TSArchitecture=Efficientnet-bl2022.06 | 1.52 | — | — | |
| MD-TSArchitecture=ViT-Base2022.06 | 1.9 | — | — | |
| MSPArchitecture=ViT-Base2022.06 | 2.31 | — | — | |
| MSPArchitecture=Efficientnet-bl2022.06 | 2.88 | — | — | |
| MD-TSArchitecture=ViT-Base2022.06 | 3.76 | — | — | |
| MD-TSArchitecture=ResNet-502022.06 | 3.84 | — | — | |
| MD-TSArchitecture=BiT-M-R502022.06 | 3.86 | — | — | |
| MD-TSArchitecture=Efficientnet-b12022.06 | 3.99 | — | — | |
| TSArchitecture=ViT-Base2022.06 | 4.34 | — | — | |
| MSPArchitecture=ViT-Base2022.06 | 4.77 | — | — | |
| MSPArchitecture=ResNet-502022.06 | 5.4 | — | — | |
| TSArchitecture=ResNet-502022.06 | 5.8 | — | — | |
| TSArchitecture=Efficientnet-b12022.06 | 6.12 | — | — | |
| MSPArchitecture=Efficientnet-b12022.06 | 6.78 | — | — | |
| MSPArchitecture=BiT-M-R502022.06 | 6.93 | — | — | |
| TSArchitecture=BiT-M-R502022.06 | 6.99 | — | — | |
| MSPArchitecture=ResNet-502022.06 | 7.36 | — | — | |
| MD-TSArchitecture=ResNet-502022.06 | — | — | 1.28 | |
| MD-TSArchitecture=BiT-M-R502022.06 | — | — | 1.33 | |
| MSPArchitecture=ResNet-502022.06 | — | — | 5.88 | |
| MSPArchitecture=BiT-M-R502022.06 | — | — | 6.08 | |
| TSArchitecture=ResNet-502022.06 | — | — | 4.74 | |
| TSArchitecture=BiT-M-R502022.06 | — | — | 6.16 |