Radar sequence prediction on CIKM
0.3292CSI-MMFC-RFNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MFC-RFNetParams(M)=27.153, GFLOPs=28.6332026.01 | 0.3292 | 0.2406 | 0.1666 | 0.4278 | 43.16 | |
| AlphaPreParams(M)=89.011, GFLOPs=1550.9032026.01 | 0.3194 | 0.2068 | 0.1416 | 0.4137 | 35.18 | |
| DiffCastParams(M)=52.079, GFLOPs=30616.3822026.01 | 0.3159 | 0.2009 | 0.1457 | 0.4085 | 42.78 | |
| ConvGRUParams(M)=5.99, GFLOPs=1962.5562026.01 | 0.3091 | 0.2009 | 0.1259 | 0.4006 | 37.13 | |
| EarthformerParams(M)=60.246, GFLOPs=849.3762026.01 | 0.3077 | 0.2039 | 0.1369 | 0.4001 | 36.49 | |
| EarthFarseerParams(M)=94.093, GFLOPs=907.2372026.01 | 0.306 | 0.2046 | 0.1259 | 0.3911 | 39.87 | |
| SimVPParams(M)=11.038, GFLOPs=51.0892026.01 | 0.3052 | 0.2044 | 0.1321 | 0.3955 | 38.06 | |
| MAUParams(M)=51.218, GFLOPs=291.4622026.01 | 0.3039 | 0.2054 | 0.1241 | 0.3928 | 40.74 | |
| PhyDNetParams(M)=5.829, GFLOPs=286.2142026.01 | 0.3038 | 0.2052 | 0.1287 | 0.3931 | 39.56 | |
| NowcastNetParams(M)=33.876, GFLOPs=17.6342026.01 | 0.2991 | 0.194 | 0.1188 | 0.3865 | 40.96 | |
| FourCastNetParams(M)=57.014, GFLOPs=58.3722026.01 | 0.298 | 0.1849 | 0.1015 | 0.3801 | 36.14 | |
| pySTEPS2026.01 | 0.2856 | 0.2141 | 0.155 | 0.3779 | 80.83 |