Medium-range weather forecasting on ERA5 native 1.40625° downscaled to 0.703125° (test)
39.48LRMSE (Z500, 6h)GSSA-ViT
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GSSA-ViT2026.04 | 39.48 | 75.94 | 158.68 | 310.71 | 0.59 | 0.72 | 1.16 | 1.76 | 0.46 | 0.65 | 0.86 | 1.05 | 1.52 | 2.27 | 3.22 | 4.84 | |
| MetaSR2026.04 | 58.09 | 195.66 | 722.96 | 1,285.11 | 0.67 | 1.33 | 3.56 | 5.57 | — | — | — | — | — | — | — | — | |
| MINet2026.04 | 70.64 | 231.89 | 752.94 | 1,238.48 | 0.72 | 1.43 | 3.65 | 5.44 | — | — | — | — | — | — | — | — | |
| LIIF2026.04 | 71.88 | 243.37 | 791.08 | 1,276.04 | 0.76 | 1.55 | 3.74 | 5.58 | — | — | — | — | — | — | — | — | |
| StormerInterpolation=Bilinear2026.04 | 76.9 | 90.62 | 169.18 | 328.83 | 0.76 | 0.89 | 1.24 | 1.85 | 0.57 | 0.7 | 0.93 | 1.14 | 1.99 | 2.36 | 3.42 | 4.96 | |
| StormerInterpolation=Bicubic2026.04 | 78.14 | 91.8 | 170.73 | 330.23 | 0.78 | 0.93 | 1.29 | 1.88 | 0.59 | 0.72 | 0.96 | 1.17 | 2.03 | 2.4 | 3.65 | 5.01 | |
| NeuralGCMInterpolation=Bilinear2026.04 | 80.73 | 94.89 | 172.32 | 332.15 | 0.87 | 1.01 | 1.35 | 1.97 | 0.68 | 0.79 | 1.07 | 1.24 | 2.11 | 2.5 | 3.57 | 5.09 | |
| NeuralGCMInterpolation=Bicubic2026.04 | 81.92 | 95.21 | 174.56 | 333.48 | 0.86 | 1.05 | 1.41 | 1.76 | 0.69 | 0.83 | 0.97 | 1.25 | 2.11 | 2.52 | 3.76 | 5.15 |