Precipitation Nowcasting on CIKM
29.58CSI-35SDIR
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SDIR2026.06 | 29.58 | — | 23.58 | — | 55.74 | 65.58 | 48.07 | 40.89 | 34.4 | 47.24 | 68.85 | 39.71 | 40.43 | 600.37 | |
| Earthformer2026.06 | 24.47 | — | 19.56 | — | 49.03 | 60.35 | 42.34 | 34.61 | 29.06 | 41.59 | 63.63 | 34.08 | 35.44 | 674.99 | |
| PhyDNet2026.06 | 24.18 | — | 18.42 | — | 43.06 | 61.97 | 41.18 | 34.32 | 27.63 | 41.28 | 65.99 | 33.92 | 35.63 | 694.99 | |
| DiffCast2026.06 | 23.63 | — | 18.06 | — | 47.1 | 61.26 | 40.8 | 33.64 | 27.14 | 40.71 | 64.43 | 32.96 | 34.77 | 669.01 | |
| DuoCastYear=20252024.12 | 22.75 | 31.79 | 15.62 | 42.17 | 66.59 | — | — | — | — | — | — | — | — | — | |
| MIMO2026.06 | 21.18 | — | 17.25 | — | 51.8 | 62.53 | 38.42 | 30.06 | 26.75 | 39.44 | 66.8 | 32.7 | 34.48 | 687.67 | |
| AlphaPreYear=20252024.12 | 20.68 | 31.94 | 14.16 | 41.37 | 65.68 | — | — | — | — | — | — | — | — | — | |
| MAUYear=20212024.12 | 20.54 | 30.39 | 12.41 | 39.28 | 63.25 | — | — | — | — | — | — | — | — | — | |
| PhyDNetYear=20202024.12 | 20.52 | 30.38 | 12.87 | 39.31 | 65.41 | — | — | — | — | — | — | — | — | — | |
| EarthFarseerYear=20242024.12 | 20.46 | 30 | 12.59 | 39.11 | 63.73 | — | — | — | — | — | — | — | — | — | |
| SimVPYear=20222024.12 | 20.44 | 30.52 | 13.21 | 39.55 | 65.38 | — | — | — | — | — | — | — | — | — | |
| EarthformerYear=20222024.12 | 20.39 | 30.77 | 13.69 | 40.01 | 62.67 | — | — | — | — | — | — | — | — | — | |
| PredRNN2026.06 | 20.33 | — | 16.48 | — | 51.57 | 61.72 | 37.07 | 26.54 | 24.14 | 37.37 | 64.65 | 32.91 | 33.59 | 784.84 | |
| DiffCastYear=20242024.12 | 20.09 | 31.59 | 14.57 | 40.85 | 64.99 | — | — | — | — | — | — | — | — | — | |
| FACLYear=20242024.12 | 19.93 | 31.05 | 13.54 | 39.96 | 64.42 | — | — | — | — | — | — | — | — | — | |
| CasCastYear=20242024.12 | 19.74 | 30.21 | 11.42 | 38.06 | 52.41 | — | — | — | — | — | — | — | — | — | |
| NowcastNetYear=20232024.12 | 19.4 | 29.91 | 11.88 | 38.65 | 67.13 | — | — | — | — | — | — | — | — | — | |
| AlphaPre2026.06 | 18.81 | — | 14.02 | — | 47.75 | 60.58 | 36.43 | 27.32 | 20.98 | 36.33 | 62.72 | 28.13 | 30.92 | 661.4 | |
| FourCastNetYear=20222024.12 | 18.49 | 29.8 | 10.15 | 38.01 | 43.59 | — | — | — | — | — | — | — | — | — | |
| PreDiffYear=20242024.12 | 18.48 | 28.42 | 10.02 | 34.81 | 55.82 | — | — | — | — | — | — | — | — | — | |
| SimVP2026.06 | 17.77 | — | 9.44 | — | 44.82 | 60.6 | 38.39 | 26.8 | 15.93 | 35.43 | 64.07 | 30.59 | 30.47 | 707.43 | |
| ConvLSTM2026.06 | 15.02 | — | 12.62 | — | 48.6 | 51.98 | 32.01 | 22.2 | 19.49 | 31.42 | 52.58 | 24.38 | 26.15 | 738.05 |