Radar sequence prediction on Shanghai
0.4198CSI-MMFC-RFNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MFC-RFNetParams(M)=27.153, GFLOPs=28.6332026.01 | 0.4198 | 0.3867 | 0.2823 | 0.5583 | 32.91 | |
| AlphaPreParams(M)=89.011, GFLOPs=1550.9032026.01 | 0.4178 | 0.3854 | 0.2615 | 0.5534 | 28.02 | |
| DiffCastParams(M)=52.079, GFLOPs=30616.3822026.01 | 0.4089 | 0.374 | 0.2606 | 0.5476 | 36.35 | |
| MAUParams(M)=51.218, GFLOPs=291.4622026.01 | 0.3983 | 0.3621 | 0.2417 | 0.5346 | 30.4 | |
| NowcastNetParams(M)=33.876, GFLOPs=17.6342026.01 | 0.3953 | 0.3608 | 0.245 | 0.5334 | 33.56 | |
| EarthFarseerParams(M)=94.093, GFLOPs=907.2372026.01 | 0.3926 | 0.3608 | 0.2343 | 0.533 | 32.68 | |
| SimVPParams(M)=11.038, GFLOPs=51.0892026.01 | 0.385 | 0.3549 | 0.2382 | 0.5194 | 34.4 | |
| pySTEPS2026.01 | 0.3719 | 0.3376 | 0.2514 | 0.4995 | 42.11 | |
| PhyDNetParams(M)=5.829, GFLOPs=286.2142026.01 | 0.3654 | 0.3236 | 0.2176 | 0.4957 | 36.41 | |
| ConvGRUParams(M)=5.99, GFLOPs=1962.5562026.01 | 0.3612 | 0.3163 | 0.2062 | 0.4899 | 33.56 | |
| FourCastNetParams(M)=57.014, GFLOPs=58.3722026.01 | 0.3571 | 0.3108 | 0.2073 | 0.4868 | 32.1 | |
| EarthformerParams(M)=60.246, GFLOPs=849.3762026.01 | 0.3503 | 0.3178 | 0.1872 | 0.4844 | 35.57 |