Fire Hazard Prediction on FireCCI v5.1 (held-out counties)
0.792Ndays R2GeoViSTA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GeoViSTAEvaluation Protocol=Linear probe, Input Modalities=tabular with vision enrichment2026.05 | 0.792 | 0.911 | |
| Feature ConcatEvaluation Protocol=Linear probe, Input Modalities=vision + tabular2026.05 | 0.788 | 0.886 | |
| AlphaEarthEvaluation Protocol=Linear probe, Input Modalities=vision2026.05 | 0.755 | 0.886 | |
| Late FusionEvaluation Protocol=Linear probe, Input Modalities=vision + tabular (separately trained)2026.05 | 0.741 | 0.961 | |
| CVIEvaluation Protocol=Linear probe, Input Modalities=tabular2026.05 | 0.671 | 0.866 |