Radio Map Estimation on SpectrumNet (test)
0.0838RMSERadioFormer3D
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RadioFormer3DSupervision=Full, Loss=LMSE2026.05 | 0.0838 | 0.6983 | 21.6563 | |
| RadioFormer3DSupervision=Weak, Loss=L2026.05 | 0.0922 | 0.6512 | 20.9912 | |
| DAT-UNetSupervision=Full, Loss=LMSE2026.05 | 0.0923 | 0.6451 | 20.3399 | |
| DAT-UNetSupervision=Weak, Loss=L2026.05 | 0.0961 | 0.6321 | 19.9902 | |
| RadioDUNSupervision=Weak, Loss=L2026.05 | 0.0991 | 0.6092 | 19.3465 | |
| PMNetSupervision=Weak, Loss=L2026.05 | 0.1001 | 0.5892 | 19.2319 | |
| RadioDUNSupervision=Full, Loss=LMSE2026.05 | 0.1073 | 0.6387 | 20.1815 | |
| PMNetSupervision=Full, Loss=LMSE2026.05 | 0.1108 | 0.5785 | 19.1248 | |
| RadioUNetSupervision=Weak, Loss=L2026.05 | 0.1232 | 0.5022 | 15.1923 | |
| RadioUNetSupervision=Full, Loss=LMSE2026.05 | 0.1332 | 0.4895 | 14.5232 | |
| UNetSupervision=Weak, Loss=L2026.05 | 0.1399 | 0.4532 | 17.0452 | |
| UNetSupervision=Full, Loss=LMSE2026.05 | 0.1421 | 0.4482 | 16.9577 | |
| RadioFormer3DSupervision=Weak, Loss=LMSE2026.05 | 0.1709 | 13.0012 | 0.2341 | |
| RadioDUNSupervision=Weak, Loss=LMSE2026.05 | 0.1802 | 12.783 | 0.2289 | |
| DAT-UNetSupervision=Weak, Loss=LMSE2026.05 | 0.1932 | 12.9231 | 0.2201 | |
| RadioUNetSupervision=Weak, Loss=LMSE2026.05 | 0.2213 | 11.2567 | 0.2199 | |
| UNetSupervision=Weak, Loss=LMSE2026.05 | 0.2313 | 11.2324 | 0.2011 | |
| PMNetSupervision=Weak, Loss=LMSE2026.05 | 0.2543 | 12.2134 | 0.192 |