Conformal Prediction on PathMNIST (test)
95CoverageRAPS (Adaptive)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RAPS (Adaptive)Alpha (target error rate)=0.12026.05 | 95 | 1.12 | 91.2 | 0 | 88.1 | |
| RAPS (Size)Alpha (target error rate)=0.12026.05 | 91.82 | 1 | 99.9 | 0 | 75 | |
| RAPS (Temp)Alpha (target error rate)=0.12026.05 | 91.81 | 1 | 99.9 | 0 | 77.8 | |
| Naive†Alpha (target error rate)=0.12026.05 | 91.77 | 1 | 100 | 0 | 91.8 | |
| LAC†Alpha (target error rate)=0.12026.05 | 72.99 | 0.74 | 74.3 | 25.7 | 73 |