Medium-range forecasting downscaling on ERA5 1.40625° to 0.3515625° resolution mapping (test)
0.81T2M LRMSE (6h)GSSA-ViT
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GSSA-ViT2026.04 | 0.81 | 1.02 | 1.44 | 1.8 | 0.73 | 1.04 | 1.66 | 2.33 | 0.74 | 1.1 | 1.68 | 2.49 | 53.39 | 95.31 | 171.04 | 320.92 | |
| MetaSR2026.04 | 0.86 | 1.38 | 3.15 | 4.99 | 0.79 | 1.57 | 3.63 | 4.84 | 0.83 | 1.65 | 3.77 | 4.89 | — | — | — | — | |
| LIIF2026.04 | 0.97 | 1.65 | 3.22 | 4.66 | 0.9 | 1.77 | 4.01 | 5.26 | 0.94 | 1.85 | 4.18 | 5.57 | — | — | — | — | |
| MINet2026.04 | 0.99 | 1.72 | 3.65 | 5.28 | 0.91 | 1.76 | 3.86 | 5.06 | 0.95 | 1.87 | 4.07 | 5.21 | — | — | — | — | |
| StormerInterpolation method=Bilinear2026.04 | 1.37 | 1.38 | 1.59 | 1.89 | 1.01 | 1.18 | 1.71 | 2.48 | 1.09 | 1.25 | 1.79 | 2.58 | 87.74 | 101.63 | 176.4 | 321.35 | |
| StormerInterpolation method=Bicubic2026.04 | 1.41 | 1.48 | 1.63 | 1.91 | 1.05 | 1.27 | 1.68 | 2.5 | 1.11 | 1.28 | 1.88 | 2.48 | 88.97 | 104.45 | 177.32 | 322.65 |