Building Change Detection on DSIFN 1.0 (test)
68.4PrecisionFully-Supervised
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fully-SupervisedTraining Strategy=Fully-supervised2026.02 | 68.4 | 70.3 | 53.8 | 69.26 | |
| DynamicEarth (MCI)Training Strategy=Training-free2026.02 | 58.52 | 51.76 | 37.89 | 54.98 | |
| AdaptOVCDTraining Strategy=Training-free2026.02 | 55.23 | 64.42 | 42.32 | 59.47 | |
| UCD-SCMTraining Strategy=Training-free2026.02 | 55.06 | 16.3 | 14.38 | 25.15 | |
| DynamicEarth (IMC)Training Strategy=Training-free2026.02 | 48.23 | 37.54 | 26.13 | 42.18 | |
| DCVATraining Strategy=Traditional unsupervised2026.02 | 32.47 | 28.63 | 17.85 | 30.42 | |
| IRMADTraining Strategy=Traditional unsupervised2026.02 | 28.63 | 7.05 | 5.99 | 11.31 | |
| PCA-KmeansTraining Strategy=Traditional unsupervised2026.02 | 27.28 | 43.16 | 20.07 | 33.43 | |
| DSFATraining Strategy=Traditional unsupervised2026.02 | 26.98 | 35.91 | 18.21 | 30.81 | |
| CVATraining Strategy=Traditional unsupervised2026.02 | 18.02 | 92.16 | 17.75 | 30.14 | |
| ISFATraining Strategy=Traditional unsupervised2026.02 | 17.51 | 96.81 | 17.41 | 29.66 | |
| AnyChangeTraining Strategy=Training-free2026.02 | 16.49 | 31.5 | 12.14 | 21.64 |