Building Change Detection on WHU-CD 1.0 (test)
86.5PrecisionFully-Supervised
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fully-SupervisedTraining Strategy=Fully-supervised2026.02 | 86.5 | 81.9 | 72.8 | 84.12 | |
| AdaptOVCDTraining Strategy=Training-free2026.02 | 80.6 | 72.85 | 61.99 | 76.53 | |
| DynamicEarth (IMC)Training Strategy=Training-free2026.02 | 67.32 | 72.24 | 53.76 | 69.68 | |
| DynamicEarth (MCI)Training Strategy=Training-free2026.02 | 42.27 | 83.71 | 39.06 | 56.17 | |
| UCD-SCMTraining Strategy=Training-free2026.02 | 23.4 | 73.47 | 21.58 | 35.5 | |
| DCVATraining Strategy=Traditional unsupervised2026.02 | 21.35 | 42.18 | 15.62 | 28.36 | |
| AnyChangeTraining Strategy=Training-free2026.02 | 11.13 | 17.8 | 7.3 | 13.59 | |
| PCA-KmeansTraining Strategy=Traditional unsupervised2026.02 | 7.24 | 44.72 | 6.64 | 12.46 | |
| DSFATraining Strategy=Traditional unsupervised2026.02 | 6.67 | 33.99 | 5.91 | 11.15 | |
| IRMADTraining Strategy=Traditional unsupervised2026.02 | 4.19 | 13.64 | 3.31 | 6.41 | |
| ISFATraining Strategy=Traditional unsupervised2026.02 | 3.83 | 92.99 | 3.82 | 7.36 | |
| CVATraining Strategy=Traditional unsupervised2026.02 | 3.73 | 92.2 | 3.71 | 7.16 |