Conformal Prediction on CIFAR-100 17 (test)
90CoverageCP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CPBackbone=ResNet56, alpha=0.12025.12 | 90 | 23.06 | |
| CPBackbone=PreResNet110, alpha=0.12025.12 | 90 | 25.93 | |
| CPBackbone=DenseNet100, alpha=0.12025.12 | 90 | 30 | |
| ConfTrBackbone=ResNet56, alpha=0.12025.12 | 90 | 19.83 | |
| ConfTrBackbone=PreResNet110, alpha=0.12025.12 | 90 | 17.62 | |
| ConfTrBackbone=DenseNet100, alpha=0.12025.12 | 90 | 13.29 | |
| EC3Backbone=ResNet56, alpha=0.12025.12 | 90 | 18.05 | |
| EC3Backbone=PreResNet110, alpha=0.12025.12 | 90 | 15.27 | |
| EC3Backbone=DenseNet100, alpha=0.12025.12 | 90 | 10.87 |