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ResearchFormerly WizWand

Conformal Prediction on CUB-Birds

3.046Average Set SizeAPS+TTA-Learned
2.39046.815711.24115.6663May 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
APS+TTA-LearnedAlpha=0.1, Augmentation Policy=Expanded2025.053.046
APS+TTA-AvgAlpha=0.1, Augmentation Policy=Expanded2025.053.108
APSAlpha=0.1, Augmentation Policy=Expanded2025.053.455
APSAlpha=0.1, Augmentation Policy=Simple2025.053.455
APS+TTA-AvgAlpha=0.1, Augmentation Policy=Simple2025.053.609
APS+TTA-LearnedAlpha=0.1, Augmentation Policy=Simple2025.053.638
APS+TTA-AvgAlpha=0.05, Augmentation Policy=Expanded2025.054.87
APS+TTA-LearnedAlpha=0.05, Augmentation Policy=Expanded2025.054.913
APSAlpha=0.05, Augmentation Policy=Expanded2025.055.921
APSAlpha=0.05, Augmentation Policy=Simple2025.055.921
APS+TTA-AvgAlpha=0.05, Augmentation Policy=Simple2025.056.306
APS+TTA-LearnedAlpha=0.05, Augmentation Policy=Simple2025.056.361
APS+TTA-AvgAlpha=0.01, Augmentation Policy=Expanded2025.0517.715
APS+TTA-LearnedAlpha=0.01, Augmentation Policy=Expanded2025.0517.766
APS+TTA-LearnedAlpha=0.01, Augmentation Policy=Simple2025.0518.552
APS+TTA-AvgAlpha=0.01, Augmentation Policy=Simple2025.0519.152
APSAlpha=0.01, Augmentation Policy=Expanded2025.0519.436
APSAlpha=0.01, Augmentation Policy=Simple2025.0519.436