Conformal Prediction on CUB-Birds
3.046Average Set SizeAPS+TTA-Learned
Evaluation Results
| Method | Links | |
|---|---|---|
| APS+TTA-LearnedAlpha=0.1, Augmentation Policy=Expanded2025.05 | 3.046 | |
| APS+TTA-AvgAlpha=0.1, Augmentation Policy=Expanded2025.05 | 3.108 | |
| APSAlpha=0.1, Augmentation Policy=Expanded2025.05 | 3.455 | |
| APSAlpha=0.1, Augmentation Policy=Simple2025.05 | 3.455 | |
| APS+TTA-AvgAlpha=0.1, Augmentation Policy=Simple2025.05 | 3.609 | |
| APS+TTA-LearnedAlpha=0.1, Augmentation Policy=Simple2025.05 | 3.638 | |
| APS+TTA-AvgAlpha=0.05, Augmentation Policy=Expanded2025.05 | 4.87 | |
| APS+TTA-LearnedAlpha=0.05, Augmentation Policy=Expanded2025.05 | 4.913 | |
| APSAlpha=0.05, Augmentation Policy=Expanded2025.05 | 5.921 | |
| APSAlpha=0.05, Augmentation Policy=Simple2025.05 | 5.921 | |
| APS+TTA-AvgAlpha=0.05, Augmentation Policy=Simple2025.05 | 6.306 | |
| APS+TTA-LearnedAlpha=0.05, Augmentation Policy=Simple2025.05 | 6.361 | |
| APS+TTA-AvgAlpha=0.01, Augmentation Policy=Expanded2025.05 | 17.715 | |
| APS+TTA-LearnedAlpha=0.01, Augmentation Policy=Expanded2025.05 | 17.766 | |
| APS+TTA-LearnedAlpha=0.01, Augmentation Policy=Simple2025.05 | 18.552 | |
| APS+TTA-AvgAlpha=0.01, Augmentation Policy=Simple2025.05 | 19.152 | |
| APSAlpha=0.01, Augmentation Policy=Expanded2025.05 | 19.436 | |
| APSAlpha=0.01, Augmentation Policy=Simple2025.05 | 19.436 |