Land use classification on WILDS-FMoW v1.0 (test)
36.8WC AccMeta-Distillation of MoE (Ours w/o mask)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Meta-Distillation of MoE (Ours w/o mask)in-distribution masking=false2022.10 | 36.8 | 50.6 | |
| Meta-Distillation of MoE (Ours)in-distribution masking=true2022.10 | 35.4 | 52.5 | |
| ERM2022.10 | 32.3 | 53 | |
| CORAL2022.10 | 31.7 | 50.5 | |
| Group DRO2022.10 | 30.8 | 52.1 | |
| IRM2022.10 | 30 | 50.8 | |
| ARM-CML2022.10 | 27.2 | 45.7 | |
| ARM-BN2022.10 | 24.6 | 42 | |
| ARM-LL2022.10 | 22.1 | 42.7 |