| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LEVIR-CD (test) | SEED | F1 Score92.62 | 485 | 18d ago | |
| WHU-CD (test) | RCDNet (synthetic) | IoU91.9 | 372 | 19d ago | |
| LEVIR-CD | SCA-NET | F1 Score94.62 | 232 | 4d ago | |
| WHU-CD | RSMamba | IoU95.59 | 202 | 4d ago | |
| CDD (test) | SEED (LE) | F1 Score98.53 | 88 | 1mo ago | |
| SYSU-CD (test) | MambaCD | F185.74 | 79 | 19d ago | |
| DSIFN-CD (test) | GRAD-Former | F1 Score93.14 | 70 | 1mo ago | |
| S2Looking (test) | F1 Score67.9 | 69 | 1mo ago | ||
| LEVIR+-CD (test) | STANet | F1 Score89.17 | 62 | 26d ago | |
| LEVIR | MAE + MTP | F1 Score92.67 | 62 | 1mo ago | |
| WHU-CD | LRNet | mIoU86.06 | 55 | 1mo ago | |
| SYSU-CD | ChangeTitans | F1 Score83.24 | 50 | 1mo ago | |
| GZ-CD | CGCCE-Net | F1 Score89.9 | 43 | 1mo ago | |
| WHU dataset | IMP + MTP | F1 Score95.59 | 40 | 1mo ago | |
| CDD | Dsfer-Net | F1 Score95.17 | 34 | 1mo ago | |
| OSCD | SIGMAE | F1 Score76.33 | 34 | 1mo ago | |
| OSCD (test) | DynamicVis-L | F1 Score60.25 | 31 | 1mo ago | |
| SVCD CDD | F1 Score98.42 | 26 | 1mo ago | ||
| LEVIR (test) | SemiCD | IoU0.786 | 25 | 1mo ago | |
| DSIFN-CD | GRAD-Former | F1 Score93.14 | 24 | 1mo ago | |
| Avg across SYSU, LEVIR, GVLM, CLCD, OSCD | ChangeMamba | Precision84.8 | 23 | 1mo ago | |
| S2Looking | FC-Siam-Diff | Precision83.29 | 23 | 26d ago | |
| SYSU | MaSoN | Precision90.7 | 22 | 1mo ago | |
| SECOND (test) | AnyChange + ChangeStar (1x256) | F1 Score48.2 | 20 | 1mo ago | |
| GVLM | Precision91.56 | 20 | 1mo ago |
