Image Classification on CIFAR-100 (test) (Calibration - ECE)
1.58ECEKFAC
Evaluation Results
| Method | Links | |
|---|---|---|
| KFACBackbone=PreResNet-1642023.06 | 1.58 | |
| CIBERBackbone=VGG-162023.06 | 1.68 | |
| SGLDBackbone=WideResNet2023.06 | 2.96 | |
| SGLDBackbone=PreResNet-1642023.06 | 3.63 | |
| KFACBackbone=WideResNet2023.06 | 3.79 | |
| SGLDBackbone=VGG-162023.06 | 4.24 | |
| SGDBackbone=WideResNet2023.06 | 4.79 | |
| SWAGBackbone=WideResNet2023.06 | 6.78 | |
| SWABackbone=WideResNet2023.06 | 6.84 | |
| SWABackbone=PreResNet-1642023.06 | 7 | |
| KFACBackbone=VGG-162023.06 | 7.78 | |
| SGDBackbone=PreResNet-1642023.06 | 10.12 | |
| SWAGBackbone=PreResNet-1642023.06 | 10.31 | |
| CIBERBackbone=PreResNet-1642023.06 | 14.23 | |
| SWABackbone=VGG-162023.06 | 15.14 | |
| SWAGBackbone=VGG-162023.06 | 15.35 | |
| CIBERBackbone=WideResNet2023.06 | 16.5 | |
| SGDBackbone=VGG-162023.06 | 18.7 |