Medium-range weather forecasting on ERA5 native 1.40625° downscaled to 0.24965326° (test)
39.57LRMSE (Z500, 6h)GSSA-ViT
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GSSA-ViT2026.04 | 39.57 | 79.3 | 157.98 | 321.06 | 0.6 | 0.74 | 1.1 | 1.72 | 0.47 | 0.58 | 0.74 | 1.14 | 1.56 | 2.13 | 3.38 | 4.75 | |
| MetaSR2026.04 | 62.12 | 191.55 | 617.73 | 1,004.35 | 0.7 | 1.26 | 2.99 | 4.5 | — | — | — | — | — | — | — | — | |
| MINet2026.04 | 71.88 | 223.16 | 726.3 | 1,198.12 | 0.74 | 1.38 | 3.14 | 5.09 | — | — | — | — | — | — | — | — | |
| LIIF2026.04 | 72.15 | 235.68 | 752.31 | 1,274.91 | 0.77 | 1.44 | 3.26 | 5.33 | — | — | — | — | — | — | — | — | |
| StormerInterpolation=Bilinear2026.04 | 77.65 | 90.32 | 169.87 | 329.85 | 0.8 | 0.91 | 1.26 | 1.88 | 0.58 | 0.69 | 0.9 | 1.24 | 1.89 | 2.26 | 3.48 | 4.94 | |
| StormerInterpolation=Bicubic2026.04 | 78.87 | 91.63 | 172.2 | 332.12 | 0.9 | 0.99 | 1.34 | 1.91 | 0.62 | 0.77 | 0.96 | 1.29 | 2.18 | 2.48 | 3.55 | 5.07 | |
| NeuralGCMInterpolation=Bilinear2026.04 | 81.12 | 94.21 | 173.56 | 333.47 | 0.77 | 0.96 | 1.41 | 1.74 | 0.71 | 0.76 | 0.83 | 1.1 | 2.02 | 2.41 | 3.63 | 5.08 | |
| NeuralGCMInterpolation=Bicubic2026.04 | 82.34 | 95.58 | 176.11 | 335.67 | 0.84 | 1.04 | 1.48 | 1.76 | 0.61 | 0.74 | 0.97 | 1.15 | 2.3 | 2.61 | 3.69 | 5.21 |