Conformal Prediction on FGNet
98.4Coverage (COV)APS
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| APSalpha=0.022026.06 | 98.4 | 5.393 | 31.5 | — | — | — | — | — | |
| LACalpha=0.022026.06 | 98.4 | 5.175 | 21.4 | — | — | — | — | — | |
| OCDFalpha=0.022026.06 | 98.1 | 5.05 | 0 | 4.05 | 1.02 | 0.8 | 1.9 | 5.99 | |
| COPOCAalpha=0.022026.06 | 98 | 3.417 | 0 | 2.417 | 1.218 | 1.22 | 2.3 | 4.757 | |
| min-CPSalpha=0.022026.06 | 98 | 4.236 | 0 | 3.236 | 1 | 0.72 | 2 | 5.196 | |
| COPOCLalpha=0.022026.06 | 97.8 | 3.227 | 0 | 2.227 | 1.051 | 1.02 | 2.4 | 4.647 | |
| RPSalpha=0.022026.06 | 97.5 | 3.148 | 0 | 2.148 | 1 | 0.8 | 2.5 | 4.628 | |
| COPOCAalpha=0.052026.06 | 95.7 | 2.964 | 0 | 1.964 | 1.131 | 1.5 | 4.8 | 3.9 | |
| min-CPSalpha=0.052026.06 | 95.3 | 3.19 | 0 | 2.19 | 1 | 0.96 | 4.7 | 4.07 | |
| LACalpha=0.052026.06 | 95.2 | 3.914 | 24.7 | — | — | — | — | — | |
| OCDFalpha=0.052026.06 | 95.1 | 4.732 | 0 | 3.732 | 1.126 | 1.58 | 5.4 | 5.908 | |
| APSalpha=0.052026.06 | 95 | 3.875 | 44.6 | — | — | — | — | — | |
| COPOCLalpha=0.052026.06 | 94.8 | 2.759 | 0 | 1.759 | 1.118 | 1.56 | 5.8 | 4.063 | |
| RPSalpha=0.052026.06 | 94.6 | 2.584 | 0 | 1.584 | 1 | 1 | 5.4 | 3.752 | |
| LACalpha=0.12026.06 | 90.8 | 2.558 | 17 | — | — | — | — | — | |
| OCDFalpha=0.12026.06 | 90.5 | 4.359 | 0 | 3.359 | 1.07 | 1.58 | 10.1 | 5.383 | |
| APSalpha=0.12026.06 | 90.2 | 2.562 | 23 | — | — | — | — | — | |
| min-CPSalpha=0.12026.06 | 90.2 | 2.303 | 0 | 1.303 | 1.005 | 1.08 | 9.9 | 3.275 | |
| COPOCLalpha=0.12026.06 | 90 | 2.294 | 0 | 1.294 | 1.072 | 1.64 | 10.7 | 3.438 | |
| COPOCAalpha=0.12026.06 | 89.8 | 2.428 | 0 | 1.429 | 1.116 | 2.08 | 11.5 | 3.625 | |
| RPSalpha=0.12026.06 | 89.7 | 2.182 | 0 | 1.182 | 1.001 | 1.02 | 10.4 | 3.254 |