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Poverty Mapping on Africa Poverty Mapping VIIRS (spatial)
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0.462
R^2
PCL
-1.30704
-0.84777
-0.3885
0.07077
Apr 20, 2026
R^2
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
R^2
RMSE
PCL
Location-encoder fusio...
2026.04
0.462
1.343
Proxy-stacked
Category=Baselines
2026.04
0.366
1.431
Without PCL
Location-encoder fusio...
2026.04
0.241
1.583
Proxy-only regression
Category=Baselines
2026.04
0.133
1.573
GeoCLIP
Location-encoder fusio...
2026.04
-0.028
1.857
Proxy pretraining
Location-encoder fusio...
2026.04
-0.0797
1.9056
Obs. encoder only
Category=Baselines
2026.04
-1.239
2.733
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