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ResearchFormerly WizWand

Conformal Prediction on Skin Lesion

1,318Interval SizeCOMPASS-J
1,152.882,267.443,3824,496.56Sep 26, 2025
Updated 8mo ago

Evaluation results

MethodLinks
COMPASS-JWeighting=Class2025.091,31889.6
E2E-CQRWeighting=Class2025.091,33588.7
COMPASS-LWeighting=Class2025.091,37389.5
COMPASS-JWeighting=Jacobian2025.091,48591.4
COMPASS-JWeighting=Feature2025.091,57391.9
COMPASS-LWeighting=Feature2025.091,66991.9
SCPWeighting=Class2025.091,90588.8
E2E-CQRWeighting=Feature2025.092,03091.9
COMPASS-JWeighting=Unweighted2025.092,18394
COMPASS-LWeighting=Unweighted2025.092,21193.9
LocalWeighting=Class2025.092,42689.3
Output-CQRWeighting=Class2025.093,38088.8
E2E-CQRWeighting=Unweighted2025.093,40094.5
Output-CQRWeighting=Unweighted2025.094,20194.5
SCPWeighting=Unweighted2025.094,70794.8
LocalWeighting=Unweighted2025.095,44694.7