Road Graph Extraction on City-Scale
91.27PrecisionSAM-Road
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SAM-RoadReproduced status=reproduced with public codes2025.08 | 91.27 | 65.7 | 76.2 | 66.54 | 33.87 | |
| SAM-Road2025.12 | 90.47 | 67.69 | 77.23 | 68.37 | — | |
| SAM-Road++2025.12 | 88.39 | 73.39 | 80.01 | 68.34 | — | |
| RNGDet++2025.12 | 85.65 | 72.58 | 78.44 | 67.76 | — | |
| RNGDet++Reproduced status=reproduced with public codes2025.08 | 85.65 | 72.58 | 78.44 | 67.72 | 45.61 | |
| MaGRoad2025.12 | 84.46 | 72.66 | 78.11 | 71.27 | — | |
| DeH4RBackbone=ViT-B (SAM [17])2025.08 | 83.25 | 76.79 | 79.71 | 70.97 | 54.94 | |
| DeH4RBackbone=SAM2 Hiera-B+2025.08 | 82.5 | 80.18 | 81.21 | 72.38 | 55.79 | |
| TD-Road2025.08 | 81.94 | 71.63 | 76.43 | 65.74 | — | |
| Sat2Graph2025.12 | 80.7 | 72.28 | 76.26 | 63.14 | — | |
| Sat2GraphReproduced status=reproduced with public codes2025.08 | 80.15 | 71.75 | 75.37 | 63.53 | 45.5 | |
| RoadTracer2025.08 | 78 | 57.44 | 66.16 | 57.29 | — | |
| Seg-DRM2025.08 | 76.54 | 71.25 | 73.8 | 54.32 | — | |
| Seg-Improved2025.08 | 75.83 | 68.9 | 72.2 | 55.34 | — | |
| Seg-DLA2025.08 | 75.59 | 72.26 | 73.89 | 57.22 | — | |
| Seg-UNet2025.08 | 75.34 | 65.99 | 70.36 | 52.5 | — |