Precipitation Nowcasting on Jiangsu SWAN (test)
66.8CSI (25dBZ)Vmunet
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Vmunet2026.05 | 66.8 | 57.6 | 50.8 | 42.6 | 31.7 | 70.1 | 66 | 61.6 | 55.5 | 45 | 18.6 | 34.5 | 42.2 | 50.2 | 60.5 | 0.407 | 0.624 | |
| VMU-DiffMSFusion=false2026.05 | 66.6 | 58.9 | 53.4 | 45.8 | 34.8 | 70.7 | 67.5 | 64.4 | 58.9 | 48.7 | 18 | 30.9 | 37.4 | 45.5 | 56.8 | 0.277 | 0.31 | |
| VMU-DiffSTDiff=false2026.05 | 66.2 | 56.5 | 50.6 | 42.8 | 32.6 | 69.3 | 64.8 | 61.3 | 55.6 | 46.1 | 19.5 | 35.2 | 42 | 49.9 | 60.5 | 0.43 | 0.687 | |
| TrajGRU2026.05 | 65.7 | 59.7 | 54.2 | 45 | 30.7 | 70 | 69.3 | 66.2 | 58.9 | 43.6 | 13.2 | 20 | 23.7 | 30.5 | 40.6 | 0.331 | 0.674 | |
| VMU-DiffFull Configuration=true2026.05 | 65.6 | 57.5 | 51.5 | 44.3 | 32.8 | 69 | 66.3 | 62.8 | 57.6 | 46.6 | 18.1 | 29.5 | 35.3 | 41.7 | 52.2 | 0.284 | 0.301 | |
| Earthformer2026.05 | 65.5 | 55.2 | 50.7 | 44.3 | 34.2 | 67.6 | 63.1 | 61.4 | 57.1 | 48.1 | 25 | 39.5 | 44.4 | 51.5 | 62 | 0.311 | 0.682 | |
| SmaAt-Unet2026.05 | 65.3 | 56.8 | 51.8 | 44.2 | 34.7 | 67.6 | 65 | 62.7 | 57.2 | 48.7 | 22.8 | 35.4 | 41.1 | 49 | 59 | 0.412 | 0.683 | |
| AA-TransUnet2026.05 | 62.3 | 56.8 | 52.6 | 45.5 | 33.7 | 66.1 | 65.9 | 64.1 | 59.1 | 48 | 16.6 | 27.1 | 31.2 | 37.9 | 47.8 | 0.353 | 0.506 | |
| DiffCast2026.05 | 60.5 | 47.6 | 40 | 31.5 | 20.6 | 51.6 | 49.6 | 46.4 | 40.8 | 30.6 | 22.2 | 28.6 | 33.9 | 39.7 | 50.1 | 0.265 | 0.323 |