Medium-range forecasting downscaling on ERA5 1.40625° to 0.24965326° resolution mapping (test)
0.85T2M LRMSE (6h)GSSA-ViT
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GSSA-ViT2026.04 | 0.85 | 1.02 | 1.49 | 1.72 | 0.75 | 1.14 | 1.61 | 2.39 | 0.76 | 1.19 | 1.65 | 2.5 | 52.62 | 92.5 | 168.09 | 319.87 | |
| MetaSR2026.04 | 0.94 | 1.4 | 2.97 | 4.66 | 0.82 | 1.58 | 3.61 | 4.77 | 0.86 | 1.67 | 3.76 | 4.87 | — | — | — | — | |
| MINet2026.04 | 0.98 | 1.52 | 2.93 | 4.82 | 0.86 | 1.7 | 3.9 | 5.84 | 0.91 | 1.81 | 4.02 | 5.97 | — | — | — | — | |
| LIIF2026.04 | 1.01 | 1.58 | 2.96 | 4.98 | 0.92 | 1.78 | 4.02 | 5.99 | 0.96 | 1.86 | 4.19 | 6.44 | — | — | — | — | |
| StormerInterpolation method=Bilinear2026.04 | 1.39 | 1.41 | 1.63 | 1.94 | 1.07 | 1.2 | 1.74 | 2.53 | 1.12 | 1.29 | 1.84 | 2.62 | 87.93 | 102.78 | 176.66 | 321.92 | |
| StormerInterpolation method=Bicubic2026.04 | 1.43 | 1.53 | 1.76 | 1.97 | 1.09 | 1.31 | 1.7 | 2.61 | 1.19 | 1.33 | 1.91 | 2.52 | 89.74 | 105.09 | 178.13 | 323.55 |