Image Classification on CIFAR-10-C (severity 3)
75.2AccuracyΔ-UQ
Evaluation results
| Method | Links | |
|---|---|---|
| Δ-UQBackbone=ResNet-202022.07 | 75.2 | |
| DEnsBackbone=ResNet-202022.07 | 73.1 | |
| SVIBackbone=ResNet-202022.07 | 70.8 | |
| MC DropoutBackbone=ResNet-202022.07 | 70.1 | |
| VanillaBackbone=ResNet-202022.07 | 68.3 |