Sensor-holdout reconstruction on Atmospheric Ux/Vy
1.911Ux RMSEImputeFormer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ImputeFormer2025.10 | 1.911 | 0.7754 | 0.9473 | 0.5974 | |
| SVGP2025.10 | 2.033 | 0.9731 | 0.9001 | 0.5331 | |
| RecFNO2025.10 | 2.034 | 0.9904 | 1.014 | 0.6318 | |
| Senseiver2025.10 | 2.091 | 1.001 | 1.447 | 0.9016 | |
| SIREN2025.10 | 2.101 | 1.027 | 0.9368 | 0.614 | |
| Fourier-MLP2025.10 | 2.162 | 1.183 | 0.9047 | 0.5812 | |
| FieldFormer2025.10 | 2.26 | 1.282 | 1.502 | 1.026 |