Image Calibration Assessment on CIFAR100 (test)
2.93ECECE+ TS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CE+ TSArch=ResNet502026.06 | 2.93 | 2.86 | |
| CE+ TSArch=ResNet1012026.06 | 3.06 | 2.8 | |
| FLSD-53Arch=ResNet502026.06 | 4.23 | 4.21 | |
| FeDLaS-LSArch=ResNet502026.06 | 4.29 | 4.2 | |
| AdaFocalArch=ResNet502026.06 | 4.39 | 4.39 | |
| FeDLaS-MbLSArch=ResNet502026.06 | 4.42 | 4.48 | |
| FeDLaS-MbLSArch=ResNet1012026.06 | 4.51 | 4.42 | |
| DFLArch=ResNet502026.06 | 4.55 | 4.38 | |
| FLArch=ResNet502026.06 | 4.81 | 4.79 | |
| MbLSArch=ResNet502026.06 | 5 | 5.52 | |
| DFLArch=ResNet1012026.06 | 5.05 | 5.1 | |
| FLArch=ResNet1012026.06 | 5.13 | 5.14 | |
| AdaFocalArch=ResNet1012026.06 | 5.31 | 5.22 | |
| FLSD-53Arch=ResNet1012026.06 | 5.33 | 5.26 | |
| LSArch=ResNet502026.06 | 5.42 | 5.72 | |
| LSArch=ResNet1012026.06 | 6.08 | 8.87 | |
| MbLSArch=ResNet1012026.06 | 6.1 | 10.07 | |
| CRLArch=ResNet502026.06 | 6.3 | 6.26 | |
| ACLSArch=ResNet502026.06 | 7.05 | 7.32 | |
| ACLSArch=ResNet1012026.06 | 7.09 | 7.11 | |
| CRLArch=ResNet1012026.06 | 7.29 | 7.14 | |
| FeDLaS-LSArch=ResNet1012026.06 | 7.48 | 7.27 | |
| ECPArch=ResNet502026.06 | 12.29 | 12.28 | |
| MDCAArch=ResNet502026.06 | 12.68 | 12.65 | |
| MMCEArch=ResNet502026.06 | 12.72 | 12.71 | |
| CEArch=ResNet1012026.06 | 12.94 | 12.94 | |
| CPCArch=ResNet502026.06 | 13.29 | 13.28 | |
| CPCArch=ResNet1012026.06 | 13.32 | 13.28 | |
| MMCEArch=ResNet1012026.06 | 13.43 | 13.42 | |
| ECPArch=ResNet1012026.06 | 13.43 | 13.42 | |
| CEArch=ResNet502026.06 | 13.59 | 13.54 | |
| MDCAArch=ResNet1012026.06 | 13.61 | 13.59 |