Image Classification on CIFAR-10-C (severity 2)
80.9AccuracyΔ-UQ
Evaluation results
| Method | Links | |
|---|---|---|
| Δ-UQBackbone=ResNet-202022.07 | 80.9 | |
| DEnsBackbone=ResNet-202022.07 | 79.8 | |
| MC DropoutBackbone=ResNet-202022.07 | 77.5 | |
| SVIBackbone=ResNet-202022.07 | 76.9 | |
| VanillaBackbone=ResNet-202022.07 | 75.1 |