Open-vocabulary change detection on SECOND (test)
48.91Building IoUCoRegOVCD
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CoRegOVCD2026.04 | 48.91 | 65.69 | 20.93 | 34.61 | 29.88 | 46.01 | 27.71 | 43.4 | 32.27 | 48.79 | 30.31 | 46.52 | 31.67 | 47.5 | |
| AdaptOVCD2026.04 | 46.85 | 63.81 | 12.67 | 22.49 | 23.34 | 37.84 | 22.15 | 36.27 | 33.99 | 50.74 | 29.28 | 45.3 | 28.05 | 42.74 | |
| OmniOVCD2026.04 | 45.2 | 62.3 | 16.7 | 28.6 | 21.2 | 35 | 24.5 | 39.3 | 27.7 | 43.4 | 27 | 42.4 | 27.1 | 41.8 | |
| DynamicEarthmode=MCI, configuration=SAM-DINOv2-SegEarth-OV2026.04 | 38.1 | 55.2 | 20.3 | 33.8 | 14.3 | 25.1 | 24.1 | 38.9 | 26.2 | 41.6 | 20 | 33.3 | 23.83 | 37.98 | |
| DynamicEarthmode=IMC, configuration=APE-/-DINO2026.04 | 26.5 | 42 | 13.5 | 23.8 | 9.8 | 17.9 | 0 | 0 | 0 | 0 | 16.5 | 28.3 | 11.05 | 18.67 |