Conformal Prediction on CIFAR 10 different calib (test)
2.22Mean Prediction Set SizeDPI
Evaluation Results
| Method | Links | |
|---|---|---|
| DPIScore Function=APS, Side Information=true2024.05 | 2.22 | |
| MB FanoScore Function=APS, Side Information=true2024.05 | 2.33 | |
| FanoScore Function=APS, Side Information=true2024.05 | 2.39 | |
| CEScore Function=APS, Side Information=true2024.05 | 2.43 | |
| DPIScore Function=APS, Side Information=false2024.05 | 2.68 | |
| FanoScore Function=APS, Side Information=false2024.05 | 2.73 | |
| MB FanoScore Function=APS, Side Information=false2024.05 | 2.79 | |
| CEScore Function=APS, Side Information=false2024.05 | 2.83 | |
| ConfTrScore Function=APS, Side Information=false2024.05 | 10 | |
| ConfTrScore Function=APS, Side Information=true2024.05 | 10 | |
| ConfTr_classScore Function=APS, Side Information=false2024.05 | 10 | |
| ConfTr_classScore Function=APS, Side Information=true2024.05 | 10 |