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Wealth prediction on WILDS-PovertyMap v1.0 (test)
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0.52
WC Pearson r
Meta-Distillation of MoE (Ours w/o mask)
0.364
0.4045
0.445
0.4855
Oct 8, 2022
WC Pearson r
Pearson r
Updated 4d ago
Evaluation Results
Method
Method
Links
WC Pearson r
Pearson r
Meta-Distillation of MoE (Ours w/o mask)
in-distribution maskin...
2022.10
0.52
0.8
Meta-Distillation of MoE (Ours)
in-distribution maskin...
2022.10
0.51
0.8
ARM-BN
2022.10
0.49
0.84
ERM
2022.10
0.45
0.78
CORAL
2022.10
0.44
0.78
IRM
2022.10
0.43
0.77
ARM-LL
2022.10
0.41
0.76
Group DRO
2022.10
0.39
0.75
ARM-CML
2022.10
0.37
0.75
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