Table 8 Performance on Tanzania data with reduced covariate set (fine supervision setting).

From: Fine-grained population mapping from coarse census counts and open geodata

Method

\(R^2 \uparrow\) [%]

MAE \(\downarrow\)

MAPE \(\downarrow\) [%]

All features (ours)

87.6 ± 0.2

2890 ± 20

20.4 ± 0.3

Top 5 features

85.7 ± 0.4

2980 ± 10

20.7 ± 0.0

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