| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SQG | SDA (filtering) | CRPS1.13 | 24 | 4d ago | |
| ERA5 2022-01-03 06 UTC snapshot v1 (test) | FlowDA-Full | T2M (Temp 2m)0.54 | 16 | 4d ago | |
| SEVIR | SSR1.35 | 6 | 4d ago | ||
| SQG Saturating | SSR0.96 | 6 | 4d ago | ||
| SQG Multimodal | EnSF | SSR0.42 | 6 | 4d ago | |
| SQG Sparse | EnSF | SSR0.57 | 6 | 4d ago | |
| SQG Saturating | EnSF | RMSE2.67 | 6 | 4d ago | |
| SQG Multimodal | RMSE3.62 | 6 | 4d ago | ||
| SQG Sparse | SDA | RMSE2.88 | 6 | 4d ago | |
| SQG Noisy | SDA | RMSE2.11 | 6 | 4d ago | |
| SEVIR | SDA (smoothing) | CRPS0.013 | 6 | 4d ago | |
| ERA5 0.25° resolution | Fourier Neural Processes | MSE0.0058 | 5 | 4d ago | |
| ERA5 0.703125° resolution | Fourier Neural Processes | MSE0.0085 | 5 | 4d ago | |
| Stokes | P-PINN | MAE0.6 | 4 | 4d ago | |
| Wave | P-PINN | MAE0.038 | 4 | 4d ago | |
| Heat | P-PINN | MAE0.0428 | 4 | 4d ago | |
| Poisson | P-PINN | MAE0.473 | 4 | 4d ago | |
| Stokes | D-PINN | fMSE-M216 | 4 | 4d ago | |
| Wave | D-PINN | fMSE-M0.212 | 4 | 4d ago | |
| Heat | P-PINN | fMSE-M0.74 | 4 | 4d ago | |
| Poisson | P-PINN | fMSE-M11.6 | 4 | 4d ago | |
| Stokes | P-PINN | fMSE-H1.72 | 4 | 4d ago | |
| Wave | D-PINN | fMSE-H0.017 | 4 | 4d ago | |
| Heat | P-PINN | fMSE-H0.0975 | 4 | 4d ago | |
| Poisson | P-PINN | fMSE-H1.57 | 4 | 4d ago |
