PM2.5 Prediction on European PM2.5 1km Resolution (test)
6.85RMSE (T+1)CRAN-PM
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CRAN-PMRes.=1 km, #Param=96M2026.03 | 6.85 | 3.14 | 0.78 | 4.7 | 8.06 | 3.79 | 0.74 | 9.6 | 8.49 | 4.07 | 0.71 | 10.7 | |
| TopoFlowRes.=25 km, #Param=61M2026.03 | 7.19 | 3.31 | 0.53 | — | 8.92 | 4.1 | 0.5 | — | 9.54 | 4.47 | 0.47 | — | |
| SimVPRes.=25 km, #Param=4.9M2026.03 | 7.22 | 3.27 | 0.51 | — | 8.93 | 4.05 | 0.48 | — | 9.51 | 4.4 | 0.45 | — | |
| ConvLSTMRes.=25 km, #Param=8.2M2026.03 | 7.27 | 3.24 | 0.48 | — | 9.07 | 4.08 | 0.45 | — | 9.66 | 4.44 | 0.42 | — | |
| EarthformerRes.=25 km, #Param=61M2026.03 | 7.34 | 3.31 | 0.49 | — | 9.24 | 4.14 | 0.46 | — | 9.83 | 4.5 | 0.44 | — | |
| ClimaXRes.=25 km, #Param=57M2026.03 | 7.54 | 3.22 | 0.47 | — | 9.54 | 4.15 | 0.44 | — | 10.12 | 4.52 | 0.41 | — | |
| CAMSRes.=1 km, zero-shot=true2026.03 | 12.35 | 7.34 | 0.38 | — | 12.41 | 7.45 | 0.36 | — | 12.45 | 7.51 | 0.34 | — |