Precipitation Nowcasting on Netherlands Radar Dataset (test)
83.7Recall (Rec)RainNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| RainNetThreshold=≥ 0.5 mm/h, # Parameters=27,924,7802026.06 | 83.7 | 0.0146 | — | — | — | 58.4 | 0.589 | 34.5 | |
| SmaAt-UNetThreshold=≥ 0.5 mm/h, # Parameters=4,035,1402026.06 | 83.7 | 0.0151 | — | — | — | 59.4 | 0.605 | 33 | |
| TA-SmaAt-UNetThreshold=≥ 0.5 mm/h, # Parameters=4,085,5882026.06 | 82.6 | 0.0151 | — | — | — | 59.7 | 0.608 | 32.2 | |
| EarthFormerThreshold=≥ 0.5 mm/h, # Parameters=4,113,4652026.06 | 78.5 | 0.0157 | — | — | — | 58.8 | 0.598 | 30.6 | |
| PersistenceThreshold=≥ 0.5 mm/h2026.06 | 61.7 | 0.0301 | — | — | — | 48.9 | 0.502 | 30.9 | |
| SmaAt-UNet with Evo-Netintegration=evolution network2026.03 | 61.25 | 0.4352 | 86.52 | 60.34 | 60.79 | 43.67 | 0.5266 | — | |
| MAD-SmaAt-GNet2026.03 | 60.33 | 0.4299 | 86.72 | 61.23 | 60.78 | 43.66 | 0.5279 | — | |
| SmaAt-UNet with 2-streaminputs=multi-weather variables2026.03 | 59.14 | 0.4599 | 85.91 | 58.61 | 58.88 | 41.72 | 0.5038 | — | |
| Evo-Net2026.03 | 58.74 | 0.4884 | 85.81 | 58.35 | 58.54 | 41.39 | 0.4998 | — | |
| SmaAt-UNet2026.03 | 54.4 | 0.4721 | 85.86 | 59.32 | 56.75 | 39.62 | 0.4839 | — | |
| Persistence2026.03 | 52.48 | 1.0625 | 79.89 | 42.71 | 47.09 | 30.8 | 0.3512 | — | |
| PersistenceThreshold=≥ 10 mm/h2026.06 | 15.3 | — | — | — | — | 8.8 | 0.151 | 84.4 | |
| TA-SmaAt-UNetThreshold=≥ 10 mm/h2026.06 | 14 | — | — | — | — | 10.3 | 0.183 | 74.1 | |
| RainNetThreshold=≥ 10 mm/h2026.06 | 11.5 | — | — | — | — | 8.5 | 0.15 | 76.4 | |
| TA-SmaAt-UNetThreshold=≥ 20 mm/h2026.06 | 9.4 | — | — | — | — | 6.6 | 0.118 | 83.6 | |
| SmaAt-UNetThreshold=≥ 10 mm/h2026.06 | 7.3 | — | — | — | — | 5.9 | 0.126 | 75.6 | |
| PersistenceThreshold=≥ 20 mm/h2026.06 | 7.1 | — | — | — | — | 3.8 | 0.069 | 93.2 | |
| RainNetThreshold=≥ 20 mm/h2026.06 | 6.6 | — | — | — | — | 4.7 | 0.086 | 87.4 | |
| EarthFormerThreshold=≥ 10 mm/h2026.06 | 5.7 | — | — | — | — | 5 | 0.108 | 78.3 | |
| SmaAt-UNetThreshold=≥ 20 mm/h2026.06 | 5.3 | — | — | — | — | 3.9 | 0.078 | 86.7 | |
| EarthFormerThreshold=≥ 20 mm/h2026.06 | 2 | — | — | — | — | 1.9 | 0.053 | 84.9 |