Image Classification on CIFAR-10 (test) (ECE Calibration)
0.006ECEKFAC
Evaluation Results
| Method | Links | |
|---|---|---|
| KFACBackbone=WideResNet2023.06 | 0.006 | |
| SGLDBackbone=VGG-162023.06 | 0.0082 | |
| SWABackbone=WideResNet2023.06 | 0.0087 | |
| KFACBackbone=PreResNet-1642023.06 | 0.0092 | |
| KFACBackbone=VGG-162023.06 | 0.0094 | |
| SWAGBackbone=WideResNet2023.06 | 0.0096 | |
| CIBERBackbone=VGG-162023.06 | 0.013 | |
| SGDBackbone=WideResNet2023.06 | 0.0166 | |
| SGLDBackbone=WideResNet2023.06 | 0.0192 | |
| SWABackbone=PreResNet-1642023.06 | 0.0203 | |
| SWAGBackbone=PreResNet-1642023.06 | 0.0214 | |
| CIBERBackbone=PreResNet-1642023.06 | 0.025 | |
| SGLDBackbone=PreResNet-1642023.06 | 0.0251 | |
| SGDBackbone=PreResNet-1642023.06 | 0.0255 | |
| SWAGBackbone=VGG-162023.06 | 0.0391 | |
| SWABackbone=VGG-162023.06 | 0.0408 | |
| SGDBackbone=VGG-162023.06 | 0.0483 | |
| CIBERBackbone=WideResNet2023.06 | 0.076 |