Exemplar-based facial landmarking on CelebA 478 landmarking tasks (test)
100Empirical Coverage (Cov)SCOS Oracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCOS Oraclealpha=0.05, use_hindsight_knowledge=true2026.01 | 100 | 16.66 | |
| SCOS Oraclealpha=0.1, use_hindsight_knowledge=true2026.01 | 100 | 7.98 | |
| SCOS Oraclealpha=0.2, use_hindsight_knowledge=true2026.01 | 100 | 4.29 | |
| SCOSalpha=0.052026.01 | 97.6 | 36.07 | |
| CAOSalpha=0.05, k=32026.01 | 95.5 | 16.14 | |
| SCOS Bestalpha=0.05, model_selection_on_calibration_data=true2026.01 | 95.2 | 20.49 | |
| SCOSalpha=0.12026.01 | 93 | 21.04 | |
| CAOSalpha=0.1, k=32026.01 | 90.8 | 9.27 | |
| SCOS Bestalpha=0.1, model_selection_on_calibration_data=true2026.01 | 89.8 | 12.17 | |
| SCOSalpha=0.22026.01 | 84.2 | 13.41 | |
| CAOSalpha=0.2, k=32026.01 | 81 | 5.29 | |
| SCOS Bestalpha=0.2, model_selection_on_calibration_data=true2026.01 | 79.7 | 7.12 |