Medium-range Weather Forecasting on ERA5 native 1.40625° downscaled to 0.3515625° (test)
40.53LRMSE Z500 6hGSSA-ViT
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GSSA-ViT2026.04 | 40.53 | 83.26 | 158.33 | 323.67 | 0.59 | 0.84 | 1.12 | 1.69 | 0.46 | 0.63 | 0.76 | 1.05 | 1.54 | 2.23 | 3.28 | 4.67 | |
| MetaSR2026.04 | 55.99 | 190.21 | 622.85 | 1,029.47 | 0.67 | 1.25 | 3.03 | 4.6 | — | — | — | — | — | — | — | — | |
| LIIF2026.04 | 72.02 | 234.73 | 737.66 | 1,161.05 | 0.76 | 1.44 | 3.28 | 4.85 | — | — | — | — | — | — | — | — | |
| MINet2026.04 | 72.27 | 232.15 | 687.15 | 1,065.6 | 0.76 | 1.39 | 3.15 | 4.48 | — | — | — | — | — | — | — | — | |
| StormerInterpolation=Bilinear2026.04 | 76.88 | 90.61 | 169.28 | 329.15 | 0.76 | 0.89 | 1.24 | 1.85 | 0.56 | 0.7 | 0.93 | 1.13 | 1.99 | 2.36 | 3.42 | 4.96 | |
| StormerInterpolation=Bicubic2026.04 | 77.67 | 91.9 | 170.88 | 330.91 | 0.79 | 0.95 | 1.31 | 1.86 | 0.59 | 0.76 | 0.99 | 1.21 | 2.08 | 2.4 | 3.47 | 5.08 | |
| NeuralGCMInterpolation=Bilinear2026.04 | 80.41 | 94.52 | 172.73 | 333.04 | 0.88 | 1.02 | 1.38 | 1.72 | 0.68 | 0.76 | 0.83 | 1.25 | 2.13 | 2.49 | 3.55 | 5.11 | |
| NeuralGCMInterpolation=Bicubic2026.04 | 81.21 | 95.37 | 174.02 | 334.18 | 0.91 | 1.08 | 1.19 | 1.74 | 0.66 | 0.69 | 0.88 | 1.11 | 2.22 | 2.53 | 3.6 | 5.23 |