Metric: Precision (higher is better)
| # | Model↕ | Precision▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ChangeCLIP | 93.4 | No | - | - | Code |
| 2 | LSKNet | 93.34 | No | LSKNet: A Foundation Lightweight Backbone for Re... | 2024-03-18 | Code |
| 3 | CLAFA-LWGANet L2 | 93.25 | No | LWGANet: A Lightweight Group Attention Backbone ... | 2025-01-17 | Code |
| 4 | CGNet | 93.15 | No | Change Guiding Network: Incorporating Change Pri... | 2024-04-14 | Code |
| 5 | TTP | 93 | No | Time Travelling Pixels: Bitemporal Features Inte... | 2023-12-23 | Code |
| 6 | HCGMNet | 92.96 | No | HCGMNET: A Hierarchical Change Guiding Map Netwo... | 2023-02-21 | Code |
| 7 | FTAN | 92.41 | No | - | - | Code |
| 8 | CDMaskFormer | 92.01 | No | Rethinking Remote Sensing Change Detection With ... | 2024-06-21 | Code |
| 9 | BiFA | 91.52 | No | - | - | Code |
| 10 | HANet | 91.21 | Yes | HANet: A Hierarchical Attention Network for Chan... | 2024-04-14 | Code |
| 11 | C2FNet | 84.89 | No | C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha... | 2024-04-22 | Code |