Image Classification on Tiny-ImageNet (AdaECE)
0.92AdaECEFLSD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FLSDModel=ResNet-502026.04 | 0.92 | 1.79 | |
| FLSDModel=ResNet-1102026.04 | 0.94 | 2.14 | |
| AFLModel=ResNet-502026.04 | 1 | 2.67 | |
| Brier LossModel=ResNet-502026.04 | 1.04 | 3.09 | |
| AFLModel=ResNet-1102026.04 | 1.04 | 2.7 | |
| DFLModel=ResNet-1102026.04 | 1.06 | 2.49 | |
| DFLModel=ResNet-502026.04 | 1.13 | 2.59 | |
| GCEModel=ResNet-502026.04 | 1.19 | 4.32 | |
| GCEModel=ResNet-1102026.04 | 1.28 | 4.22 | |
| CEModel=ResNet-502026.04 | 1.57 | 16.5 | |
| MMCEModel=ResNet-1102026.04 | 1.62 | 16.24 | |
| MMCEModel=ResNet-502026.04 | 1.68 | 14.86 | |
| CEModel=ResNet-1102026.04 | 1.69 | 16.05 | |
| Brier LossModel=ResNet-1102026.04 | 1.69 | 2.27 |