Conformal Prediction on CIFAR-100 (five repeated splits)
59.8Class CoverageCFCP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CFCPScore=RAPS2026.05 | 59.8 | 9.1 | 3.1 | 21.2 | |
| CFCPScore=LAC2026.05 | 59.2 | 7.9 | 3 | 19.6 | |
| CFCPScore=APS2026.05 | 59 | 8.3 | 2.5 | 22 | |
| CFCPScore=SAPS2026.05 | 58.6 | 8.8 | 3.3 | 21.2 | |
| RC3PScore=APS2026.05 | 58.2 | 11.3 | 2.5 | 19.6 | |
| ICPScore=SAPS2026.05 | 58.2 | 11.5 | 2.4 | 18.8 | |
| CCPScore=RAPS2026.05 | 58 | 10.6 | 2.7 | 19.6 | |
| NCPScore=APS2026.05 | 57.2 | 12 | 2.4 | 17.2 | |
| ICPScore=RAPS2026.05 | 57 | 11.6 | 2.5 | 17.2 | |
| RC3PScore=LAC2026.05 | 56.8 | 11.2 | 2.6 | 16.4 | |
| ICPScore=LAC2026.05 | 56.8 | 11.2 | 2.6 | 16.4 | |
| CCPScore=SAPS2026.05 | 56.8 | 10.3 | 2.8 | 20.4 | |
| NCPScore=LAC2026.05 | 56.6 | 8.9 | 2.3 | 16.4 | |
| NCPScore=SAPS2026.05 | 56.6 | 7.7 | 2.7 | 19.6 | |
| RC3PScore=RAPS2026.05 | 56.4 | 11.6 | 2.5 | 17.2 | |
| NCPScore=RAPS2026.05 | 56.2 | 7.9 | 2.7 | 20.4 | |
| ICPScore=APS2026.05 | 56 | 14.6 | 2.6 | 18.8 | |
| SplitScore=SAPS2026.05 | 55.8 | 8.2 | 3.6 | 24.4 | |
| SplitScore=RAPS2026.05 | 55.6 | 8.3 | 3.6 | 25.2 | |
| RC3PScore=SAPS2026.05 | 54.8 | 10.9 | 2.7 | 18.8 | |
| CCPScore=LAC2026.05 | 53.4 | 9.7 | 2.7 | 20.4 | |
| CCPScore=APS2026.05 | 53 | 12.2 | 2.9 | 18.8 | |
| SplitScore=LAC2026.05 | 51.6 | 8 | 3.3 | 22.8 | |
| SplitScore=APS2026.05 | 51.6 | 11.1 | 3.2 | 21.2 |