| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DeepGlobe | DB SwinT | IoU79.35 | 41 | 2mo ago | |
| Massachusetts Road Dataset | DSFC-Net | IoU (Average)0.675 | 35 | 4mo ago | |
| CHN6-CUG | SED | mIoU69.08 | 34 | 3mo ago | |
| WorldRoadSeg 360K | RoadGIE | Dice83.5 | 9 | 1mo ago | |
| Baseline dataset | RoadGIE | Dice80.7 | 9 | 1mo ago | |
| CHN6-CUG (test) | Precision78.29 | 9 | 3mo ago | ||
| Massachusetts Roads (test) | Precision81.6 | 9 | 3mo ago | ||
| DeepGlobe (test) | Precision82.12 | 9 | 3mo ago | ||
| SYSU-HiRoads (test) | FORCE-Net | Recall74.5 | 8 | 4mo ago | |
| nuScenes-NRS (val) | IAF-Net | MaxF96.11 | 7 | 1mo ago | |
| KITTI Road (val) | SNE-RoadSegV2 | MaxF97.08 | 7 | 2mo ago | |
| Cityscapes (val) | Unsupervised Fine-Tuning | IoU91 | 6 | 2mo ago | |
| KITTI (test) | ResNet-101-DUC | MaxF (UM_ROAD)95.64 | 1 | 4mo ago |
