Conformal Prediction on ImageNet (five repeated splits)
67.2Class CoverageCFCP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CFCPScore=APS2026.05 | 67.2 | 15.1 | 0.03 | 0.38 | |
| NCPScore=APS2026.05 | 66.7 | 15.2 | 0.033 | 0.448 | |
| ICPScore=APS2026.05 | 65.8 | 42.8 | 0.019 | 0.24 | |
| SplitScore=APS2026.05 | 65.5 | 35.2 | 0.023 | 0.392 | |
| RC3PScore=APS2026.05 | 65.4 | 8.4 | 0.023 | 0.424 | |
| CCPScore=APS2026.05 | 64.6 | 38 | 0.02 | 0.276 | |
| CFCPScore=RAPS2026.05 | 58.9 | 3.6 | 0.042 | 0.44 | |
| CFCPScore=SAPS2026.05 | 57.1 | 2.6 | 0.046 | 0.48 | |
| NCPScore=RAPS2026.05 | 56.5 | 2.8 | 0.047 | 0.5 | |
| RC3PScore=SAPS2026.05 | 55.6 | 6 | 0.032 | 0.444 | |
| SplitScore=RAPS2026.05 | 55.3 | 3.3 | 0.039 | 0.404 | |
| RC3PScore=RAPS2026.05 | 54.6 | 5.9 | 0.033 | 0.444 | |
| ICPScore=RAPS2026.05 | 54.6 | 5.5 | 0.03 | 0.352 | |
| CCPScore=RAPS2026.05 | 53.6 | 8.5 | 0.034 | 0.4 | |
| ICPScore=SAPS2026.05 | 53.3 | 5.1 | 0.031 | 0.44 | |
| CFCPScore=LAC2026.05 | 50.8 | 1.9 | 0.058 | 0.52 | |
| SplitScore=LAC2026.05 | 49.9 | 1.8 | 0.06 | 0.54 | |
| NCPScore=LAC2026.05 | 49.4 | 1.9 | 0.063 | 0.5 | |
| CCPScore=LAC2026.05 | 49.4 | 3.3 | 0.04 | 0.556 | |
| ICPScore=LAC2026.05 | 49.3 | 3.9 | 0.038 | 0.484 | |
| RC3PScore=LAC2026.05 | 42.5 | 3.5 | 0.049 | 0.516 |