PovertyMap
Benchmarks
TaskDatasetSOTA resultTrendResults
PovertyMap (test)
0.783Worst-U/R Pearson Correlation
43
PovertyMap (test)
0.32Overall MAE
24
PovertyMap WILDS 2.0 (OOD)
0.55Worst U/R Corr
13
PovertyMap
3.5Average Metric Rank
12
PovertyMap
0.83Avg R
9
PovertyMap (5-fold data split)
0.83R^2 (Avg)
9
PovertyMap WILDS (test)
0.56Pearson r (WC)
8
PovertyMap WILDS 2.0 (ID)
0.72Worst-case U/R Correlation
6