Conformal Prediction on H&E
1,759Interval SizeCOMPASS-L
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| COMPASS-LWeighting=Unweighted2025.09 | 1,759 | 88.4 | |
| COMPASS-JWeighting=Unweighted2025.09 | 1,810 | 88.6 | |
| COMPASS-JWeighting=Jacobian2025.09 | 1,822 | 89.6 | |
| COMPASS-JWeighting=Feature2025.09 | 1,916 | 90.9 | |
| COMPASS-LWeighting=Feature2025.09 | 1,944 | 89.6 | |
| E2E-CQRWeighting=Unweighted2025.09 | 1,993 | 87.1 | |
| SCPWeighting=Unweighted2025.09 | 2,003 | 87.8 | |
| COMPASS-JWeighting=Class2025.09 | 2,055 | 91.1 | |
| COMPASS-LWeighting=Class2025.09 | 2,065 | 90.3 | |
| E2E-CQRWeighting=Feature2025.09 | 2,197 | 88.4 | |
| SCPWeighting=Class2025.09 | 2,371 | 90 | |
| E2E-CQRWeighting=Class2025.09 | 2,444 | 90 | |
| Output-CQRWeighting=Unweighted2025.09 | 2,563 | 87.9 | |
| LocalWeighting=Unweighted2025.09 | 2,833 | 88 | |
| Output-CQRWeighting=Class2025.09 | 2,890 | 90.1 | |
| LocalWeighting=Class2025.09 | 3,113 | 90.7 |