Precipitation Nowcasting on SEVIR (CSIM, CSI181, CSI219, HSS, LPIPS, SSIM)
33.9CSIMMcCast
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| McCastMemory-based modeling=explicit memory-based2026.05 | 33.9 | 17.2 | 10.7 | 43.8 | 19.6 | 66.9 | |
| AlphaPreMemory-based modeling=None2026.05 | 32.6 | 13.3 | 5.5 | 41.1 | 28.6 | 68.8 | |
| PercpCastMemory-based modeling=semi-memory-based2026.05 | 32 | 13.6 | 5.9 | 40.3 | 20.6 | 66.5 | |
| SimVPMemory-based modeling=None2026.05 | 31.1 | 11.1 | 5.2 | 39.2 | 38.9 | 65.1 | |
| MAUMemory-based modeling=None2026.05 | 30.8 | 10.7 | 5.2 | 38.6 | 38.7 | 65.1 | |
| DiffCastMemory-based modeling=semi-memory-based2026.05 | 30.5 | 13 | 5.8 | 40 | 20.9 | 64.8 | |
| PhyDNetMemory-based modeling=None2026.05 | 30.2 | 10.4 | 2.8 | 38.1 | 37 | 65.3 | |
| FACLMemory-based modeling=None2026.05 | 30.2 | 11.5 | 5.2 | 36.8 | 21.5 | 68.1 | |
| EarthFarseerMemory-based modeling=None2026.05 | 30 | 9.9 | 4.1 | 38.3 | 38.3 | 63.3 | |
| ConvGRUMemory-based modeling=None2026.05 | 29 | 8.8 | 3.5 | 36.2 | 26.5 | 61 | |
| EarthformerMemory-based modeling=None2026.05 | 28.9 | 8.4 | 2.5 | 36.7 | 39.2 | 66.3 | |
| NowcastNetMemory-based modeling=None2026.05 | 27.9 | 7.7 | 3.5 | 35.1 | 40.4 | 68.4 | |
| FourCastNetMemory-based modeling=None2026.05 | 26.9 | 7.2 | 3.4 | 33.6 | 42.2 | 59.8 |