Wealth prediction on WILDS-PovertyMap v1.0 (test)
0.52WC Pearson rMeta-Distillation of MoE (Ours w/o mask)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Meta-Distillation of MoE (Ours w/o mask)in-distribution masking=false2022.10 | 0.52 | 0.8 | |
| Meta-Distillation of MoE (Ours)in-distribution masking=true2022.10 | 0.51 | 0.8 | |
| ARM-BN2022.10 | 0.49 | 0.84 | |
| ERM2022.10 | 0.45 | 0.78 | |
| CORAL2022.10 | 0.44 | 0.78 | |
| IRM2022.10 | 0.43 | 0.77 | |
| ARM-LL2022.10 | 0.41 | 0.76 | |
| Group DRO2022.10 | 0.39 | 0.75 | |
| ARM-CML2022.10 | 0.37 | 0.75 |