Subsurface temperature prediction on Contiguous US dataset In-distribution
4.7MAE (°C)In-Context Earth
Evaluation Results
| Method | Links | |
|---|---|---|
| In-Context Earthnumber of observations=52026.05 | 4.7 | |
| Universal Krigingneighboring observations=202026.05 | 5.1 | |
| Transparent Earth2026.05 | 5.8 | |
| AlphaEarth embeddings2026.05 | 6 | |
| Stanford Thermal Model2026.05 | 6.4 |