| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LEVIR-CD (test) | SEED | F1 Score92.62 | 485 | 1mo ago | |
| WHU-CD (test) | CGNet-CD | IoU92.67 | 380 | 1mo ago | |
| LEVIR-CD | SCA-NET | F1 Score94.62 | 275 | 1d ago | |
| WHU-CD | RSMamba | IoU95.59 | 234 | 1d ago | |
| CDD (test) | SEED (LE) | F1 Score98.53 | 88 | 3mo ago | |
| LEVIR | MAE + MTP | F1 Score92.67 | 85 | 16d ago | |
| SYSU-CD (test) | MambaCD | F185.74 | 79 | 2mo ago | |
| DSIFN-CD (test) | GRAD-Former | F1 Score93.14 | 70 | 3mo ago | |
| S2Looking (test) | F1 Score67.9 | 69 | 3mo ago | ||
| LEVIR+-CD (test) | STANet | F1 Score89.17 | 62 | 2mo ago | |
| WHU-CD | LRNet | mIoU86.06 | 55 | 3mo ago | |
| OSCD | SIGMAE | F1 Score76.33 | 51 | 16d ago | |
| SYSU-CD | ChangeTitans | F1 Score83.24 | 50 | 3mo ago | |
| WHU dataset | LDGuid | F1 Score98.67 | 46 | 16d ago | |
| GZ-CD | CGCCE-Net | F1 Score89.9 | 43 | 2mo ago | |
| SYSU | ChangeFlow | F1 Score85.6 | 39 | 16d ago | |
| CDD | Dsfer-Net | F1 Score95.17 | 34 | 2mo ago | |
| OSCD (test) | DynamicVis-L | F1 Score60.25 | 31 | 2mo ago | |
| GVLM | Precision91.56 | 26 | 5d ago | ||
| SVCD CDD | F1 Score98.42 | 26 | 3mo ago | ||
| LEVIR (test) | SemiCD | IoU0.786 | 25 | 3mo ago | |
| DSIFN-CD | GRAD-Former | F1 Score93.14 | 24 | 3mo ago | |
| Avg across SYSU, LEVIR, GVLM, CLCD, OSCD | ChangeMamba | Precision84.8 | 23 | 3mo ago | |
| S2Looking | FC-Siam-Diff | Precision83.29 | 23 | 2mo ago | |
| SECOND (test) | AnyChange + ChangeStar (1x256) | F1 Score48.2 | 20 | 3mo ago |
