Conformal Prediction on Skin Lesion
1,318Interval SizeCOMPASS-J
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| COMPASS-JWeighting=Class2025.09 | 1,318 | 89.6 | |
| E2E-CQRWeighting=Class2025.09 | 1,335 | 88.7 | |
| COMPASS-LWeighting=Class2025.09 | 1,373 | 89.5 | |
| COMPASS-JWeighting=Jacobian2025.09 | 1,485 | 91.4 | |
| COMPASS-JWeighting=Feature2025.09 | 1,573 | 91.9 | |
| COMPASS-LWeighting=Feature2025.09 | 1,669 | 91.9 | |
| SCPWeighting=Class2025.09 | 1,905 | 88.8 | |
| E2E-CQRWeighting=Feature2025.09 | 2,030 | 91.9 | |
| COMPASS-JWeighting=Unweighted2025.09 | 2,183 | 94 | |
| COMPASS-LWeighting=Unweighted2025.09 | 2,211 | 93.9 | |
| LocalWeighting=Class2025.09 | 2,426 | 89.3 | |
| Output-CQRWeighting=Class2025.09 | 3,380 | 88.8 | |
| E2E-CQRWeighting=Unweighted2025.09 | 3,400 | 94.5 | |
| Output-CQRWeighting=Unweighted2025.09 | 4,201 | 94.5 | |
| SCPWeighting=Unweighted2025.09 | 4,707 | 94.8 | |
| LocalWeighting=Unweighted2025.09 | 5,446 | 94.7 |