Radio Environmental Mapping on RadioMapSeer
0.0186RMSERadioFormer
Evaluation results
| Method | Links | |
|---|---|---|
| RadioFormerSampling Protocol (Training → Testing)=R → R2026.05 | 0.0186 | |
| RadioDUNSampling Protocol (Training → Testing)=R → R2026.05 | 0.0285 | |
| RadioDUNSampling Protocol (Training → Testing)=T → R2026.05 | 0.0301 | |
| RadioUNetSampling Protocol (Training → Testing)=R → R2026.05 | 0.0305 | |
| RadioUNetSampling Protocol (Training → Testing)=T → R2026.05 | 0.031 | |
| CBAMSampling Protocol (Training → Testing)=R → R2026.05 | 0.0336 | |
| RadioFormerSampling Protocol (Training → Testing)=T → R2026.05 | 0.0349 | |
| UNetSampling Protocol (Training → Testing)=R → R2026.05 | 0.0357 | |
| PMNetSampling Protocol (Training → Testing)=R → R2026.05 | 0.037 | |
| CBAMSampling Protocol (Training → Testing)=T → R2026.05 | 0.0394 | |
| UNetSampling Protocol (Training → Testing)=T → R2026.05 | 0.0398 | |
| RadioFormerSampling Protocol (Training → Testing)=T → T2026.05 | 0.0552 | |
| RadioUNetSampling Protocol (Training → Testing)=T → T2026.05 | 0.057 | |
| RadioDUNSampling Protocol (Training → Testing)=T → T2026.05 | 0.0632 | |
| CBAMSampling Protocol (Training → Testing)=T → T2026.05 | 0.0737 | |
| PMNetSampling Protocol (Training → Testing)=T → R2026.05 | 0.0753 | |
| RadioUNetSampling Protocol (Training → Testing)=R → T2026.05 | 0.0775 | |
| RadioDUNSampling Protocol (Training → Testing)=R → T2026.05 | 0.0825 | |
| UNetSampling Protocol (Training → Testing)=T → T2026.05 | 0.0835 | |
| PMNetSampling Protocol (Training → Testing)=R → T2026.05 | 0.0853 | |
| UNetSampling Protocol (Training → Testing)=R → T2026.05 | 0.0855 | |
| CBAMSampling Protocol (Training → Testing)=R → T2026.05 | 0.0913 | |
| PMNetSampling Protocol (Training → Testing)=T → T2026.05 | 0.0974 | |
| RadioFormerSampling Protocol (Training → Testing)=R → T2026.05 | 0.0989 | |
| KrigingSampling Protocol (Training → Testing)=R → R2026.05 | 0.1791 | |
| KrigingSampling Protocol (Training → Testing)=T → R2026.05 | 0.1791 | |
| CubicSampling Protocol (Training → Testing)=R → R2026.05 | 0.1816 | |
| CubicSampling Protocol (Training → Testing)=T → R2026.05 | 0.1816 | |
| CubicSampling Protocol (Training → Testing)=R → T2026.05 | 0.2288 | |
| CubicSampling Protocol (Training → Testing)=T → T2026.05 | 0.2288 | |
| KrigingSampling Protocol (Training → Testing)=R → T2026.05 | 0.2319 | |
| KrigingSampling Protocol (Training → Testing)=T → T2026.05 | 0.2319 |