| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Massachusetts | DB SwinT | mIoU74.84 | 41 | 18d ago | |
| WHU-RuR+ (test) | Precision81.18 | 12 | 1mo ago | ||
| WHU-RuR+, DeepGlobe, and Massachusetts | DSFC-Net | Avg F10.7732 | 11 | 1mo ago | |
| BJRoad (test) | CMMPNet | A_IoU63.09 | 10 | 1mo ago | |
| MA | CLIP-SAM | IoU20.3 | 9 | 1mo ago | |
| DG | SegEarth-OV | mIoU20.1 | 9 | 1mo ago | |
| CHN6 | Ours | mIoU36.4 | 9 | 1mo ago | |
| SpaceNet | CLIP-SAM | IoU0.295 | 9 | 18d ago | |
| Shanghai (test) | image + GPS (w/ augment) | IoU60 | 8 | 1mo ago | |
| Massachusetts roads (test) | ResUnet | Breakeven Point91.87 | 6 | 1mo ago | |
| Porto (five-fold cross-validation) | - | - | 0 | 1mo ago |
