Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SiamixFormer-5 | 96.69 | No | SiamixFormer: a fully-transformer Siamese networ... | 2022-08-01 | - |
| 2 | SiamixFormer-4 | 96.59 | No | SiamixFormer: a fully-transformer Siamese networ... | 2022-08-01 | - |
| 3 | SiamixFormer-3 | 96.32 | No | SiamixFormer: a fully-transformer Siamese networ... | 2022-08-01 | - |
| 4 | SiamixFormer-2 | 96.22 | No | SiamixFormer: a fully-transformer Siamese networ... | 2022-08-01 | - |
| 5 | SiamixFormer-1 | 96.01 | No | SiamixFormer: a fully-transformer Siamese networ... | 2022-08-01 | - |
| 6 | UANet(VGG-16) | 95.91 | No | Building Extraction from Remote Sensing Images v... | 2023-07-23 | Code |
| 7 | SiamixFormer-0 | 95.53 | No | SiamixFormer: a fully-transformer Siamese networ... | 2022-08-01 | - |
| 8 | SRC-Net | 92.06 | No | SRC-Net: Bi-Temporal Spatial Relationship Concer... | 2024-06-09 | Code |
| 9 | TinyCD | 91.74 | No | TINYCD: A (Not So) Deep Learning Model For Chang... | 2022-07-26 | Code |