PM2.5 Prediction on European PM2.5 25km (test)
6.3RMSE (24h)CRAN-PM
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CRAN-PMRes.=1 km, #Param=96M2026.03 | 6.3 | 2.85 | 84 | 5.3 | 7.46 | 3.46 | 80 | 10.7 | 7.87 | 3.72 | 76 | 11.8 | |
| TopoFlowRes.=25 km, #Param=61M2026.03 | 6.65 | 2.85 | 79 | — | 8.35 | 3.61 | 75 | — | 8.95 | 3.97 | 72 | — | |
| SimVPRes.=25 km, #Param=4.9M2026.03 | 6.68 | 2.83 | 77 | — | 8.35 | 3.57 | 73 | — | 8.92 | 3.9 | 69 | — | |
| ConvLSTMRes.=25 km, #Param=8.2M2026.03 | 6.74 | 2.8 | 74 | — | 8.5 | 3.6 | 70 | — | 9.07 | 3.95 | 67 | — | |
| EarthformerRes.=25 km, #Param=61M2026.03 | 6.82 | 2.91 | 75 | — | 8.67 | 3.69 | 71 | — | 9.24 | 4.03 | 68 | — | |
| ClimaXRes.=25 km, #Param=57M2026.03 | 6.99 | 2.72 | 73 | — | 8.95 | 3.62 | 69 | — | 9.51 | 3.97 | 65 | — | |
| CAMSRes.=25 km, zero-shot=true2026.03 | 11.96 | 7.13 | 58 | — | 12.02 | 7.23 | 55 | — | 12.05 | 7.28 | 53 | — |