Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MAE+MTP(ViT-L+RVSA) | 55.92 | No | MTP: Advancing Remote Sensing Foundation Model v... | 2024-03-20 | Code |
| 2 | IMP+MTP(InternImage-XL) | 55.61 | No | MTP: Advancing Remote Sensing Foundation Model v... | 2024-03-20 | Code |
| 3 | BTC | 54.3 | No | Be the Change You Want to See: Revisiting Remote... | 2025-07-04 | Code |
| 4 | MAE+MTP(ViT-B+RVSA) | 53.36 | No | MTP: Advancing Remote Sensing Foundation Model v... | 2024-03-20 | Code |
| 5 | FC-EF | 48.89 | No | Fully Convolutional Siamese Networks for Change ... | 2018-10-19 | Code |