Metric: Overall Accuracy (higher is better)
| # | Model↕ | Overall Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ChangeCLIP | 99.48 | Yes | - | - | Code |
| 2 | C2FNet | 99.04 | No | C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha... | 2024-04-22 | Code |
| 3 | DDPM-CD | 98.98 | No | DDPM-CD: Denoising Diffusion Probabilistic Model... | 2022-06-23 | Code |
| 4 | HCGMNet | 98.82 | No | HCGMNET: A Hierarchical Change Guiding Map Netwo... | 2023-02-21 | Code |
| 5 | CGNet | 98.74 | No | Change Guiding Network: Incorporating Change Pri... | 2024-04-14 | Code |
| 6 | HANet | 97.32 | No | HANet: A Hierarchical Attention Network for Chan... | 2024-04-14 | Code |