Radio Map Reconstruction on UrbanRT-RM
7.1025RMSE (dB)GeoUQ-GFNet
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GeoUQ-GFNet2026.04 | 7.1025 | 1.6191 | 0.5818 | — | — | — | — | — | — | — | |
| Efficient-UNet2026.04 | 7.7557 | 2.0449 | 0.578 | — | — | — | — | — | — | — | |
| ViT-UNet2026.04 | 7.7895 | 2.0978 | 0.5814 | — | — | — | — | — | — | — | |
| ResNet-UNet2026.04 | 7.8529 | 2.1139 | 0.5813 | — | — | — | — | — | — | — | |
| Nearest2026.04 | 11.9412 | 3.7052 | 0 | — | — | — | — | — | — | — | |
| Efficient-UNet2026.04 | — | — | — | 5.6122 | 6.0882 | 5.7237 | 5.4449 | 4.9781 | 5.508 | 5.5592 | |
| GeoUQ-GFNet2026.04 | — | — | — | 5.3739 | 5.7654 | 5.4255 | 5.2028 | 4.7831 | 5.3109 | 5.3102 | |
| Nearest2026.04 | — | — | — | 7.8389 | 9.0199 | 8.0844 | 7.5684 | 7.0034 | 7.8881 | 7.9005 | |
| ResNet-UNet2026.04 | — | — | — | 5.7396 | 6.1814 | 5.81 | 5.5203 | 5.0875 | 5.6255 | 5.6607 | |
| ViT-UNet2026.04 | — | — | — | 7.1343 | 6.879 | 6.9207 | 6.997 | 6.6338 | 7.0008 | 6.9276 |