Precipitation Nowcasting on MeteoNet (test)
0.6603MAEPW-FouCast
Evaluation Results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PW-FouCastType=Multimodal2026.03 | 0.6603 | 0.874 | — | — | — | — | — | — | — | 37.44 | 22.06 | 10.22 | 23.24 | 53.53 | 35.79 | 18.48 | 35.93 | 7.3844 | 35.8116 | |
| LightNetType=Multimodal2026.03 | 0.6864 | 0.8716 | — | — | — | — | — | — | — | 35.39 | 16.49 | 5.03 | 18.97 | 51.28 | 28.01 | 9.55 | 29.61 | 7.6877 | 35.5315 | |
| NowcastNetType=Unimodal2026.03 | 0.7268 | 0.8651 | — | — | — | — | — | — | — | 34.14 | 15.95 | 6.6 | 18.9 | 49.9 | 27.22 | 12.33 | 29.82 | 7.8276 | 35.5236 | |
| MM-RNNType=Multimodal2026.03 | 0.758 | 0.8737 | — | — | — | — | — | — | — | 34.56 | 21.87 | 5.19 | 20.54 | 50.15 | 35.39 | 9.81 | 31.78 | 9.6015 | 35.229 | |
| EarthformerType=Unimodal2026.03 | 0.7642 | 0.8572 | — | — | — | — | — | — | — | 36.28 | 18.39 | 5.73 | 20.13 | 52.18 | 30.72 | 10.79 | 31.23 | 7.9094 | 35.4281 | |
| LMC-MemoryType=Unimodal2026.03 | 0.7675 | 0.8496 | — | — | — | — | — | — | — | 35.05 | 16.59 | 4.48 | 18.71 | 50.92 | 28.17 | 8.54 | 29.21 | 7.8226 | 35.2575 | |
| TAUType=Unimodal2026.03 | 0.7907 | 0.8474 | — | — | — | — | — | — | — | 34.44 | 14.13 | 2.48 | 17.02 | 50.13 | 24.46 | 4.82 | 26.47 | 8.3152 | 34.8399 | |
| PredRNN v2Type=Unimodal2026.03 | 0.7996 | 0.8501 | — | — | — | — | — | — | — | 33.44 | 15.54 | 3.5 | 17.49 | 48.97 | 26.47 | 6.71 | 27.38 | 9.3032 | 34.0562 | |
| SimVP v2Type=Unimodal2026.03 | 0.8343 | 0.8499 | — | — | — | — | — | — | — | 32.5 | 14 | 1.95 | 16.15 | 47.86 | 24.15 | 3.79 | 25.27 | 9.4314 | 34.9568 | |
| AFNOType=Unimodal2026.03 | 0.9341 | 0.7864 | — | — | — | — | — | — | — | 37.39 | 20.18 | 8.59 | 22.05 | 53.43 | 33.25 | 15.76 | 34.15 | 7.5631 | 34.9673 | |
| CM-STjointNetType=Multimodal2026.03 | 0.9429 | 0.7974 | — | — | — | — | — | — | — | 32.85 | 15.53 | 5.42 | 17.93 | 48.32 | 26.56 | 10.22 | 28.37 | 8.8143 | 34.3279 | |
| PastNetType=Unimodal2026.03 | 0.9666 | 0.7681 | — | — | — | — | — | — | — | 35.26 | 16.44 | 2.68 | 18.13 | 51.1 | 27.89 | 5.18 | 28.06 | 8.1057 | 34.6571 | |
| AlphaPreType=Unimodal2026.03 | 1.0026 | 0.7636 | — | — | — | — | — | — | — | 37.22 | 18.54 | 5.75 | 20.5 | 53.26 | 30.98 | 10.83 | 31.69 | 7.6863 | 34.731 | |
| ConvLSTMType=Pred., Loss=MSE2024.10 | 6.47 | 0.9155 | 0.1504 | 247.9 | 43.88 | 39.89 | 39.04 | 50.36 | 27.07 | — | — | — | — | — | — | — | — | — | — | |
| SimVPType=Pred., Loss=MSE2024.10 | 6.66 | 0.9128 | 0.1571 | 268.9 | 42.21 | 37.48 | 36.27 | 49.74 | 28.2 | — | — | — | — | — | — | — | — | — | — | |
| ConvLSTMType=Pred., Loss=FACL2024.10 | 6.83 | 0.917 | 0.1252 | 122.3 | 41.61 | 48.76 | 60.41 | 51.96 | 19.44 | — | — | — | — | — | — | — | — | — | — | |
| EarthformerType=Pred., Loss=MSE2024.10 | 7.13 | 0.9045 | 0.1708 | 370.6 | 40.04 | 33.27 | 29.46 | 46.29 | 32.13 | — | — | — | — | — | — | — | — | — | — | |
| SimVPType=Pred., Loss=FACL2024.10 | 7.21 | 0.9088 | 0.145 | 128.4 | 40.08 | 45.13 | 57.22 | 48.76 | 21.7 | — | — | — | — | — | — | — | — | — | — | |
| PredRNNLoss=MSE, Resolution=128x1282024.10 | 7.39 | 0.9016 | 0.1675 | 375.7 | 43.48 | 44.72 | 49.81 | 58.35 | 22.07 | — | — | — | — | — | — | — | — | — | — | |
| EarthformerType=Pred., Loss=FACL2024.10 | 8.01 | 0.9044 | 0.1589 | 203.2 | 35.94 | 40.38 | 52.5 | 48.33 | 27.73 | — | — | — | — | — | — | — | — | — | — | |
| PredRNNLoss=FACL, Resolution=128x1282024.10 | 8.37 | 0.8935 | 0.1346 | 214.2 | 36.9 | 48.73 | 63.13 | 55.7 | 15.15 | — | — | — | — | — | — | — | — | — | — | |
| MCVDType=Gen.2024.10 | 13.18 | 0.8395 | 0.1549 | 55.7 | 36.45 | 45.59 | 61.48 | 38.38 | 29.79 | — | — | — | — | — | — | — | — | — | — | |
| LDCastType=Gen.2024.10 | 19.94 | 0.7295 | 0.3263 | 486.6 | 23.53 | 31.88 | 48.04 | 13.33 | 55.94 | — | — | — | — | — | — | — | — | — | — |