Precipitation Nowcasting on HKO-7
0.6433SSIMSTLDM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| STLDMTsample=0.55, N=202025.12 | 0.6433 | 0.1943 | 31.91 | 44.13 | 65.11 | 44.47 | |
| DiffCastTsample=20.50, N=2502025.12 | 0.6198 | 0.1949 | 30.13 | 40.84 | 60.84 | 42.4 | |
| SimVPTsample=0.02, N=-2025.12 | 0.6039 | 0.3596 | 30.2 | 28.52 | 31.15 | 42.36 | |
| LDCastTsample=4.75, N=502025.12 | 0.6003 | 0.2322 | 21.45 | 31.22 | 53.45 | 31.65 | |
| ConvLSTMTsample=0.03, N=-2025.12 | 0.5987 | 0.3184 | 29.05 | 26.28 | 27.74 | 40.76 | |
| PreDiffTsample=70.80, N=10002025.12 | 0.5922 | 0.2391 | 27.99 | 37.87 | 50.81 | 39.73 | |
| EarthformerTsample=0.02, N=-2025.12 | 0.5864 | 0.3373 | 28.17 | 25.32 | 27.04 | 39.39 | |
| PredRNNTsample=0.15, N=-2025.12 | 0.5785 | 0.3131 | 28.57 | 28.72 | 32.63 | 40.26 |