Sea-surface Temperature Reconstruction on NOAA OISST V2 (test)
3.85Relative L2 Error (%)NOMAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NOMADParams=0.9 M2024.11 | 3.85 | 0.69 | |
| MIMONet (Fourier trunk)Params=1.3 M, Coordinate encoding=Fourier-feature2024.11 | 3.89 | 0.7 | |
| Linear (Delaunay) interpolationMethod Class=Classical Baseline2024.11 | 5.39 | 0.97 | |
| MIMONet (plain (lat, lon) trunk)Params=1.3 M, Coordinate encoding=plain (lat, lon)2024.11 | 8.97 | 1.62 | |
| Nearest-neighbour interpolationMethod Class=Classical Baseline2024.11 | 9.58 | 1.69 | |
| GeoFNOParams=2.7 M2024.11 | 68.2 | 12.3 |