Metric: Overall Accuracy (higher is better)
| # | Model↕ | Overall Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TTP | 99.2 | No | Time Travelling Pixels: Bitemporal Features Inte... | 2023-12-23 | Code |
| 2 | CGNet | 99.2 | No | Change Guiding Network: Incorporating Change Pri... | 2024-04-14 | Code |
| 3 | ChangeCLIP | 99.2 | No | - | - | Code |
| 4 | HCGMNet | 99.18 | No | HCGMNET: A Hierarchical Change Guiding Map Netwo... | 2023-02-21 | Code |
| 5 | DDPM-CD | 99.09 | No | DDPM-CD: Denoising Diffusion Probabilistic Model... | 2022-06-23 | Code |
| 6 | BiFA | 99.06 | No | - | - | Code |
| 7 | CDMaskFormer | 99.06 | No | Rethinking Remote Sensing Change Detection With ... | 2024-06-21 | Code |
| 8 | ChangeFormer | 99.04 | No | A Transformer-Based Siamese Network for Change D... | 2022-01-04 | Code |
| 9 | HANet | 99.02 | Yes | HANet: A Hierarchical Attention Network for Chan... | 2024-04-14 | Code |
| 10 | C2FNet | 90.04 | No | C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Cha... | 2024-04-22 | Code |