Conformal Prediction on OrganAMNIST
95.72CoverageRAPS (Adaptive)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RAPS (Adaptive)alpha=0.1, Backbone=ResNet-182026.05 | 95.72 | 1.09 | 93 | 0 | 94.3 | |
| RAPS (Size)alpha=0.1, Backbone=ResNet-182026.05 | 93.21 | 1 | 99.9 | 0 | 60 | |
| RAPS (Temp)alpha=0.1, Backbone=ResNet-182026.05 | 93.21 | 1 | 99.9 | 0 | 40 | |
| Naivealpha=0.1, Backbone=ResNet-18, Note=Only one populated stratum2026.05 | 93.2 | 1 | 100 | 0 | 93.2 | |
| LACalpha=0.1, Backbone=ResNet-18, Note=Only one populated stratum2026.05 | 80.51 | 0.82 | 82 | 18 | 80.5 |