Sensor-space imputation on Atmospheric AT/RH
0.9966RMSE (Variable 1)FieldFormer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FieldFormer2025.10 | 0.9966 | 0.5198 | 4.333 | 2.171 | |
| RecFNO2025.10 | 1.449 | 0.9899 | 5.992 | 3.694 | |
| ImputeFormer2025.10 | 1.619 | 1.056 | 6.978 | 4.346 | |
| Senseiver2025.10 | 2.243 | 1.557 | 9.56 | 6.341 | |
| Fourier-MLP2025.10 | 3.899 | 3.157 | 14.94 | 11.88 | |
| SIREN2025.10 | 4.125 | 3.333 | 16.28 | 13.03 | |
| SVGP2025.10 | 8.494 | 6.905 | 23.47 | 19.42 |