Building Change Detection on DSIFN-CD (test)
87.91F1 ScoreBIT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BITtraining_type=fully supervised2026.06 | 87.91 | 78.43 | 86.92 | |
| SST-CDtraining_type=unsupervised / label-free2026.06 | 86.6 | 76.37 | 85.53 | |
| UniVCDtraining_type=label-free2026.06 | 79.77 | 66.35 | 79.32 | |
| DINOv2training_type=training-free, features=frozen foundation-model2026.06 | 54.26 | 37.23 | 42.7 | |
| DCVAtraining_type=unsupervised2026.06 | 51.61 | 34.78 | 23.95 | |
| PCA-KMtraining_type=unsupervised2026.06 | 42.49 | 26.98 | 38.49 | |
| SAMtraining_type=training-free, features=frozen foundation-model2026.06 | 38.72 | 24.01 | 36.46 | |
| CVAtraining_type=unsupervised2026.06 | 38.23 | 23.63 | 37.34 |