Building Change Detection on SECOND Building 1.0 (test)
79.9PrecisionFully-Supervised
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fully-SupervisedTraining Strategy=Fully-supervised2026.02 | 79.9 | 66.2 | 56.7 | 72.4 | |
| AdaptOVCDTraining Strategy=Training-free2026.02 | 64.38 | 63.25 | 46.85 | 63.81 | |
| DynamicEarth (MCI)Training Strategy=Training-free2026.02 | 58.8 | 50.5 | 37.76 | 54.28 | |
| DynamicEarth (IMC)Training Strategy=Training-free2026.02 | 52.5 | 45.1 | 32.03 | 48.51 | |
| UCD-SCMTraining Strategy=Training-free2026.02 | 31.99 | 40.61 | 21.79 | 35.79 | |
| DCVATraining Strategy=Traditional unsupervised2026.02 | 25.18 | 38.74 | 18.23 | 30.52 | |
| IRMADTraining Strategy=Traditional unsupervised2026.02 | 23.26 | 22.6 | 12.95 | 22.93 | |
| DSFATraining Strategy=Traditional unsupervised2026.02 | 20.77 | 43.48 | 16.35 | 28.11 | |
| PCA-KmeansTraining Strategy=Traditional unsupervised2026.02 | 17.74 | 44.32 | 14.51 | 25.34 | |
| CVATraining Strategy=Traditional unsupervised2026.02 | 11.65 | 97.08 | 11.61 | 20.81 | |
| AnyChangeTraining Strategy=Training-free2026.02 | 11.54 | 17.68 | 7.51 | 13.96 | |
| ISFATraining Strategy=Traditional unsupervised2026.02 | 11.46 | 98.49 | 11.44 | 20.52 |