Precipitation Nowcasting on SEVIR (CRPS, SSIM, HSS, CSI)
0.019CRPSFREUD + LSM-L
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FREUD + LSM-L2026.05 | 0.019 | 78.41 | 50.11 | 38.64 | |
| FREUD + LSM-LClassifier-Free Guidance (cfg)=true2026.05 | 0.0192 | 79.37 | 55.37 | 42.77 | |
| PreDifftrained on downsampled dataset=true2026.05 | 0.0202 | 76.48 | 49.14 | 38.75 | |
| CasCast2026.05 | 0.0202 | 77.97 | 56.02 | 44.01 | |
| EarthFormer2026.05 | 0.0251 | 77.56 | 54.11 | 43.1 | |
| PhyDNet2026.05 | 0.0253 | 76.49 | 53.11 | 41.98 | |
| SimVP2026.05 | 0.0259 | 77.72 | 52.8 | 41.53 | |
| ConvLSTM2026.05 | 0.0264 | 77.49 | 52.32 | 41.02 | |
| PredRNN2026.05 | 0.0271 | 74.97 | 51.92 | 40.45 | |
| NowcastNet2026.05 | 0.0283 | 56.96 | 53.65 | 41.52 |