Conformal Prediction on EMNIST 10 different calib. (test)
2.42Mean Prediction Set SizeConfTr_class
Evaluation Results
| Method | Links | |
|---|---|---|
| ConfTr_classScore Function=APS, Side Information=true2024.05 | 2.42 | |
| MB FanoScore Function=APS, Side Information=true2024.05 | 2.43 | |
| DPIScore Function=APS, Side Information=true2024.05 | 2.58 | |
| ConfTr_classScore Function=APS, Side Information=false2024.05 | 2.65 | |
| FanoScore Function=APS, Side Information=true2024.05 | 2.72 | |
| DPIScore Function=APS, Side Information=false2024.05 | 2.98 | |
| FanoScore Function=APS, Side Information=false2024.05 | 3.12 | |
| CEScore Function=APS, Side Information=true2024.05 | 3.14 | |
| CEScore Function=APS, Side Information=false2024.05 | 3.69 | |
| MB FanoScore Function=APS, Side Information=false2024.05 | 4.75 | |
| ConfTrScore Function=APS, Side Information=true2024.05 | 5.25 | |
| ConfTrScore Function=APS, Side Information=false2024.05 | 6.14 |