Conformal Prediction on EMNIST
2.19Avg Prediction Set SizeConfTr
Evaluation Results
| Method | Links | |
|---|---|---|
| ConfTrScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 2.19 | |
| ConfTrclassScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 2.21 | |
| ConfTrScoring Function=APS, Target Alpha=0.012024.05 | 2.36 | |
| ConfTrclassScoring Function=APS, Target Alpha=0.012024.05 | 2.38 | |
| FanoScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 2.5 | |
| FanoScoring Function=APS, Target Alpha=0.012024.05 | 2.75 | |
| CEScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 3.07 | |
| CEScoring Function=APS, Target Alpha=0.012024.05 | 3.4 | |
| MB FanoScoring Function=APS, Target Alpha=0.012024.05 | 3.67 | |
| MB FanoScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 3.67 | |
| DPIScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 3.74 | |
| DPIScoring Function=APS, Target Alpha=0.012024.05 | 4.07 |