Radar sequence prediction on MeteoNet
0.4213CSI-MMFC-RFNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MFC-RFNetParams(M)=27.153, GFLOPs=28.6332026.01 | 0.4213 | 0.4087 | 0.2477 | 0.5563 | 11.91 | |
| AlphaPreParams(M)=89.011, GFLOPs=1550.9032026.01 | 0.3824 | 0.3633 | 0.2002 | 0.5164 | 12.74 | |
| pySTEPS2026.01 | 0.3647 | 0.3552 | 0.2273 | 0.4964 | 16.42 | |
| DiffCastParams(M)=52.079, GFLOPs=30616.3822026.01 | 0.3512 | 0.334 | 0.1808 | 0.4846 | 17.93 | |
| NowcastNetParams(M)=33.876, GFLOPs=17.6342026.01 | 0.3427 | 0.3206 | 0.1598 | 0.4751 | 15.64 | |
| EarthFarseerParams(M)=94.093, GFLOPs=907.2372026.01 | 0.3404 | 0.317 | 0.1372 | 0.4726 | 14.1 | |
| ConvGRUParams(M)=5.99, GFLOPs=1962.5562026.01 | 0.3401 | 0.299 | 0.1431 | 0.4667 | 12.85 | |
| PhyDNetParams(M)=5.829, GFLOPs=286.2142026.01 | 0.3384 | 0.3194 | 0.1366 | 0.4673 | 14.48 | |
| SimVPParams(M)=11.038, GFLOPs=51.0892026.01 | 0.3351 | 0.3002 | 0.113 | 0.4573 | 13.45 | |
| MAUParams(M)=51.218, GFLOPs=291.4622026.01 | 0.3233 | 0.2839 | 0.0997 | 0.4452 | 12.92 | |
| EarthformerParams(M)=60.246, GFLOPs=849.3762026.01 | 0.3205 | 0.2884 | 0.1237 | 0.4491 | 14.43 | |
| FourCastNetParams(M)=57.014, GFLOPs=58.3722026.01 | 0.3027 | 0.2533 | 0.1085 | 0.4216 | 15.05 |