Mortality rate prediction on CDC WONDER CONUS counties 2018 (test)
0.801R2 (All Causes)GeoViSTA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GeoViSTAModality=tabular-from-vision, Evaluation Protocol=Linear probing2026.05 | 0.801 | 0.675 | 0.523 | 0.548 | 0.645 | 0.655 | |
| Feature ConcatModality=vision-tabular, Evaluation Protocol=Linear probing2026.05 | 0.77 | 0.616 | 0.478 | 0.315 | 0.598 | 0.573 | |
| Late FusionModality=vision-tabular, Evaluation Protocol=Linear probing2026.05 | 0.743 | 0.542 | 0.436 | 0.313 | 0.573 | 0.612 | |
| CVIModality=tabular, Evaluation Protocol=Linear probing2026.05 | 0.726 | 0.529 | 0.394 | 0.273 | 0.521 | 0.5 | |
| AlphaEarthModality=vision, Evaluation Protocol=Linear probing2026.05 | 0.419 | 0.319 | 0.171 | 0.161 | 0.334 | 0.313 |