Autoencoding on ERA5 PV (val)
1.01MSEMSE+FDSE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MSE+FDSEAutoencoder=NDAE2025.04 | 1.01 | 99.63 | 0.281 | 5.656 | 0.544 | 0.73 | 82.8 | |
| MSE+L1Autoencoder=NDAE2025.04 | 1.02 | 99.69 | 0.586 | 5.029 | 0.625 | 0.81 | 80.4 | |
| MSE+LaplacianAutoencoder=NDAE2025.04 | 1.15 | 99.62 | 0.386 | 6.265 | 0.648 | 0.68 | 82.8 | |
| MSEAutoencoder=NDAE2025.04 | 1.19 | 99.61 | 0.576 | 7.567 | 0.705 | — | 82.3 | |
| MSE+TVAutoencoder=NDAE2025.04 | 1.25 | 99.59 | 0.639 | 6.827 | 0.695 | 1 | 80.4 | |
| MSE+GradMagAutoencoder=NDAE2025.04 | 1.43 | 99.53 | 0.473 | 10.06 | 0.682 | 0.95 | 72.2 | |
| MSE+SSIMAutoencoder=NDAE2025.04 | 3.2 | 99.29 | 0.642 | 11.97 | 0.798 | 1.83 | 59.1 | |
| MSE+SpectralAutoencoder=NDAE2025.04 | 5.91 | 68.2 | 0.71 | 115.3 | 0.775 | 30.53 | 28.2 |