Medium-range Forecasting Downscaling on ERA5 1.40625° to 0.703125° (test)
0.81T2M LRMSE (6h)GSSA-ViT
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GSSA-ViT2026.04 | 0.81 | 1 | 1.48 | 1.78 | 0.73 | 1.08 | 1.61 | 2.38 | 0.74 | 1.14 | 1.68 | 2.49 | 52.3 | 93.27 | 166.01 | 312.67 | |
| MetaSR2026.04 | 0.88 | 1.73 | 4.7 | 6.9 | 0.8 | 1.65 | 3.88 | 5.12 | 0.83 | 1.73 | 3.99 | 5.1 | — | — | — | — | |
| MINet2026.04 | 0.93 | 2.31 | 4.32 | 5.48 | 0.88 | 1.76 | 4.36 | 5.67 | 0.89 | 1.88 | 4.34 | 5.74 | — | — | — | — | |
| LIIF2026.04 | 0.98 | 2.52 | 4.41 | 5.73 | 0.9 | 1.9 | 4.52 | 6.06 | 0.94 | 1.98 | 4.67 | 6.17 | — | — | — | — | |
| StormerInterpolation method=Bilinear2026.04 | 1.37 | 1.37 | 1.58 | 1.88 | 1.01 | 1.17 | 1.71 | 2.48 | 1.1 | 1.25 | 1.79 | 2.58 | 87.62 | 101.46 | 176.19 | 320.94 | |
| StormerInterpolation method=Bicubic2026.04 | 1.4 | 1.42 | 1.64 | 1.91 | 1.05 | 1.26 | 1.68 | 2.49 | 1.11 | 1.29 | 1.88 | 2.51 | 88.99 | 104.42 | 177.32 | 322.64 |