Conformal Prediction on MNIST
2.1Avg Set SizeConfTr
Evaluation Results
| Method | Links | |
|---|---|---|
| ConfTrScoring Function=APS, Target Alpha=0.012024.05 | 2.1 | |
| ConfTrScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 2.1 | |
| FanoScoring Function=APS, Target Alpha=0.012024.05 | 2.12 | |
| FanoScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 2.12 | |
| ConfTrclassScoring Function=APS, Target Alpha=0.012024.05 | 2.13 | |
| ConfTrclassScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 2.13 | |
| CEScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 2.35 | |
| DPIScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 2.44 | |
| MB FanoScoring Function=RAPS, Target Alpha=0.01, k_reg=1, lambda_reg=0.012024.05 | 2.48 | |
| MB FanoScoring Function=APS, Target Alpha=0.012024.05 | 2.49 | |
| CEScoring Function=APS, Target Alpha=0.012024.05 | 2.5 | |
| DPIScoring Function=APS, Target Alpha=0.012024.05 | 2.64 |