Conformal Prediction on CIFAR 100 10 different calib. (test)
42.75Mean Prediction Set SizeFano
Evaluation Results
| Method | Links | |
|---|---|---|
| FanoScore Function=APS, Side Information=true2024.05 | 42.75 | |
| MB FanoScore Function=APS, Side Information=true2024.05 | 45.72 | |
| FanoScore Function=APS, Side Information=false2024.05 | 46.95 | |
| DPIScore Function=APS, Side Information=true2024.05 | 47.18 | |
| ConfTrScore Function=APS, Side Information=true2024.05 | 47.58 | |
| MB FanoScore Function=APS, Side Information=false2024.05 | 50.72 | |
| DPIScore Function=APS, Side Information=false2024.05 | 51.29 | |
| ConfTrScore Function=APS, Side Information=false2024.05 | 55.18 | |
| CEScore Function=APS, Side Information=true2024.05 | 62.67 | |
| CEScore Function=APS, Side Information=false2024.05 | 64.73 | |
| ConfTr_classScore Function=APS, Side Information=true2024.05 | 99.91 | |
| ConfTr_classScore Function=APS, Side Information=false2024.05 | 99.92 |