Metric: Overall Accuracy (higher is better)
| # | Model↕ | Overall Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DDPM-CD | 97.09 | No | DDPM-CD: Denoising Diffusion Probabilistic Model... | 2022-06-23 | Code |
| 2 | CDMaskFormer | 91.55 | No | Rethinking Remote Sensing Change Detection With ... | 2024-06-21 | Code |
| 3 | SARAS-Net | 89.01 | No | SARAS-Net: Scale and Relation Aware Siamese Netw... | 2022-12-02 | Code |
| 4 | C2FNet | 86.19 | No | C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha... | 2024-04-22 | Code |
| 5 | HANet | 85.76 | No | HANet: A Hierarchical Attention Network for Chan... | 2024-04-14 | Code |
| 6 | CGNet | 81.71 | No | Change Guiding Network: Incorporating Change Pri... | 2024-04-14 | Code |
| 7 | HCGMNet | 76.26 | No | HCGMNET: A Hierarchical Change Guiding Map Netwo... | 2023-02-21 | Code |