Conformal Prediction on CUB-Birds (test)
1.78Avg Prediction Set SizeRAPS+TTA-Avg
Evaluation results
| Method | Links | |
|---|---|---|
| RAPS+TTA-AvgAlpha=0.1, Augmentation Policy=Expanded Augmentation Policy2025.05 | 1.78 | |
| RAPS+TTA-LearnedAlpha=0.1, Augmentation Policy=Simple Augmentation Policy2025.05 | 1.84 | |
| RAPS+TTA-AvgAlpha=0.1, Augmentation Policy=Simple Augmentation Policy2025.05 | 1.881 | |
| RAPS+TTA-LearnedAlpha=0.1, Augmentation Policy=Expanded Augmentation Policy2025.05 | 1.893 | |
| RAPSAlpha=0.1, Augmentation Policy=Expanded Augmentation Policy2025.05 | 2.038 | |
| RAPSAlpha=0.1, Augmentation Policy=Simple Augmentation Policy2025.05 | 2.038 | |
| RAPS+TTA-AvgAlpha=0.05, Augmentation Policy=Expanded Augmentation Policy2025.05 | 3.116 | |
| RAPS+TTA-AvgAlpha=0.05, Augmentation Policy=Simple Augmentation Policy2025.05 | 3.249 | |
| RAPS+TTA-LearnedAlpha=0.05, Augmentation Policy=Simple Augmentation Policy2025.05 | 3.29 | |
| RAPS+TTA-LearnedAlpha=0.05, Augmentation Policy=Expanded Augmentation Policy2025.05 | 3.571 | |
| RAPSAlpha=0.05, Augmentation Policy=Expanded Augmentation Policy2025.05 | 3.624 | |
| RAPSAlpha=0.05, Augmentation Policy=Simple Augmentation Policy2025.05 | 3.624 | |
| RAPS+TTA-AvgAlpha=0.01, Augmentation Policy=Expanded Augmentation Policy2025.05 | 13.111 | |
| RAPS+TTA-LearnedAlpha=0.01, Augmentation Policy=Simple Augmentation Policy2025.05 | 13.803 | |
| RAPS+TTA-LearnedAlpha=0.01, Augmentation Policy=Expanded Augmentation Policy2025.05 | 14.045 | |
| RAPS+TTA-AvgAlpha=0.01, Augmentation Policy=Simple Augmentation Policy2025.05 | 14.55 | |
| RAPSAlpha=0.01, Augmentation Policy=Expanded Augmentation Policy2025.05 | 15.293 | |
| RAPSAlpha=0.01, Augmentation Policy=Simple Augmentation Policy2025.05 | 15.293 |