Metric: Recall (higher is better)
| # | Model↕ | Recall▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CDMaskFormer | 87.25 | No | Rethinking Remote Sensing Change Detection With ... | 2024-06-21 | Code |
| 2 | DSAMNET | 81.86 | No | - | - | Code |
| 3 | RCTNet | 81.73 | No | Relating CNN-Transformer Fusion Network for Chan... | 2024-07-03 | Code |
| 4 | C2FNet | 80.67 | No | C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha... | 2024-04-22 | Code |
| 5 | ChangeMamba | 80.31 | No | ChangeMamba: Remote Sensing Change Detection Wit... | 2024-04-04 | Code |
| 6 | MaskCD | 77.78 | No | MaskCD: A Remote Sensing Change Detection Networ... | 2024-04-18 | Code |
| 7 | HANet | 76.14 | No | HANet: A Hierarchical Attention Network for Chan... | 2024-04-14 | Code |
| 8 | CGNet | 74.37 | No | Change Guiding Network: Incorporating Change Pri... | 2024-04-14 | Code |
| 9 | HCGMNet | 74.15 | No | HCGMNET: A Hierarchical Change Guiding Map Netwo... | 2023-02-21 | Code |