Online Conformal Prediction on Extreme Drift
92.4CoverageSF-OGD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SF-OGDBase Predictor=Theta2025.12 | 92.4 | 376.03 | 388.03 | |
| SF-OGDBase Predictor=Prophet2025.12 | 92 | 423.68 | 445.98 | |
| decay-OGDBase Predictor=Theta2025.12 | 91.6 | 246.51 | 248.24 | |
| OGDBase Predictor=Theta2025.12 | 91.3 | 213.1 | 212 | |
| COPBase Predictor=Theta2025.12 | 91.3 | 213.54 | 211.91 | |
| OGDBase Predictor=Prophet2025.12 | 91.1 | 275.87 | 280 | |
| COPBase Predictor=Prophet2025.12 | 91.1 | 275.82 | 279.84 | |
| ACIBase Predictor=Prophet2025.12 | 90.4 | — | 79.01 | |
| ACIBase Predictor=Theta2025.12 | 90.3 | — | 70.06 | |
| decay-OGDBase Predictor=AR2025.12 | 90 | 64.5 | 60.32 | |
| OGDBase Predictor=AR2025.12 | 89.9 | 64.03 | 62 | |
| SF-OGDBase Predictor=AR2025.12 | 89.9 | 68.23 | 63.62 | |
| COPBase Predictor=AR2025.12 | 89.9 | 64.1 | 62.18 | |
| decay-OGDBase Predictor=Prophet2025.12 | 89.7 | 265.81 | 274.93 | |
| ACIBase Predictor=AR2025.12 | 89.7 | — | 61.85 |