Image Classification on CIFAR-10-C (severity 4)
67.8AccuracyΔ-UQ
Evaluation results
| Method | Links | |
|---|---|---|
| Δ-UQBackbone=ResNet-202022.07 | 67.8 | |
| DEnsBackbone=ResNet-202022.07 | 65 | |
| SVIBackbone=ResNet-202022.07 | 63.1 | |
| MC DropoutBackbone=ResNet-202022.07 | 61.5 | |
| VanillaBackbone=ResNet-202022.07 | 60.6 |