Correlation with OOD performance on Terra Incognita (Geographic Shift)
0.714R^2DDBout
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DDBoutvariant=output-level2026.04 | 0.714 | 0.838 | 0.642 | |
| DDBglobalvariant=global2026.04 | 0.684 | 0.813 | 0.613 | |
| DDBdeepvariant=deep2026.04 | 0.65 | 0.788 | 0.592 | |
| ID Accuracy2026.04 | 0.537 | 0.711 | 0.528 | |
| ANE2026.04 | 0.378 | 0.59 | 0.425 | |
| MDE2026.04 | 0.371 | 0.726 | 0.541 | |
| AC2026.04 | 0.367 | 0.563 | 0.408 | |
| Sharpness2026.04 | 0.361 | 0.576 | 0.408 | |
| alpha-ReQ2026.04 | 0.261 | 0.484 | 0.334 | |
| ATC2026.04 | 0.199 | 0.358 | 0.257 | |
| RANKME2026.04 | 0.163 | 0.467 | 0.311 |