Poverty Mapping on Africa Poverty Mapping VIIRS (spatial)
0.462R^2PCL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PCLLocation-encoder fusion status=Trained location-encoder fusion, lambda=0.2, rho=12026.04 | 0.462 | 1.343 | |
| Proxy-stackedCategory=Baselines2026.04 | 0.366 | 1.431 | |
| Without PCLLocation-encoder fusion status=Trained location-encoder fusion2026.04 | 0.241 | 1.583 | |
| Proxy-only regressionCategory=Baselines2026.04 | 0.133 | 1.573 | |
| GeoCLIPLocation-encoder fusion status=Frozen location-encoder fusion2026.04 | -0.028 | 1.857 | |
| Proxy pretrainingLocation-encoder fusion status=Frozen location-encoder fusion2026.04 | -0.0797 | 1.9056 | |
| Obs. encoder onlyCategory=Baselines2026.04 | -1.239 | 2.733 |