Breast density prediction on EMBED
84.2AccuracyFairMixup
Evaluation results
| Method | Links | |
|---|---|---|
| FairMixupM1=false, M2=true, M3=true, M4=true, Tail=true2026.02 | 84.2 | |
| REMINDM1=true, M2=true, M3=true, M4=true, Tail=false2026.02 | 84 | |
| FairMixupM1=true, M2=true, M3=true, M4=true, Tail=false2026.02 | 83.2 | |
| FairBatchM1=true, M2=true, M3=true, M4=true, Tail=false2026.02 | 83.1 | |
| FairBatchM1=false, M2=true, M3=true, M4=true, Tail=true2026.02 | 82.8 | |
| FlexMoEM1=true, M2=true, M3=true, M4=true, Tail=false2026.02 | 81.9 | |
| TransM1=true, M2=true, M3=true, M4=true, Tail=false2026.02 | 81.8 | |
| GroupDROM1=true, M2=true, M3=true, M4=true, Tail=false2026.02 | 81.8 | |
| ReweighM1=true, M2=true, M3=true, M4=true, Tail=false2026.02 | 81.7 | |
| FuseMoEM1=true, M2=true, M3=true, M4=true, Tail=false2026.02 | 81.4 | |
| REMINDsubset=Entire Dataset2026.02 | 80.7 | |
| REMINDM1=false, M2=true, M3=true, M4=true, Tail=true2026.02 | 79.9 | |
| FairMixupsubset=Entire Dataset2026.02 | 79.9 | |
| FairBatchsubset=Entire Dataset2026.02 | 79.7 | |
| REMINDM1=false, M2=true, M3=false, M4=true, Tail=false2026.02 | 79.5 | |
| FlexMoEM1=false, M2=true, M3=true, M4=true, Tail=true2026.02 | 79.2 | |
| Reweighsubset=Entire Dataset2026.02 | 78.9 | |
| GroupDROsubset=Entire Dataset2026.02 | 78.9 | |
| FairMixupM1=false, M2=true, M3=false, M4=true, Tail=false2026.02 | 78.7 | |
| FlexMoEsubset=Entire Dataset2026.02 | 78.6 | |
| Transsubset=Entire Dataset2026.02 | 78.5 | |
| FuseMoEsubset=Entire Dataset2026.02 | 78.2 | |
| TransM1=false, M2=true, M3=true, M4=true, Tail=true2026.02 | 78.1 | |
| GroupDROM1=false, M2=true, M3=false, M4=true, Tail=false2026.02 | 78 | |
| FairBatchM1=false, M2=true, M3=false, M4=true, Tail=false2026.02 | 78 | |
| ReweighM1=false, M2=true, M3=false, M4=true, Tail=false2026.02 | 77.7 | |
| FlexMoEM1=false, M2=true, M3=false, M4=true, Tail=false2026.02 | 77.5 | |
| TransM1=false, M2=true, M3=false, M4=true, Tail=false2026.02 | 77.2 | |
| GroupDROM1=false, M2=true, M3=true, M4=true, Tail=true2026.02 | 77 | |
| FuseMoEM1=false, M2=true, M3=false, M4=true, Tail=false2026.02 | 76.9 | |
| FairBatchM1=false, M2=false, M3=true, M4=true, Tail=true2026.02 | 75.8 | |
| FuseMoEM1=false, M2=true, M3=true, M4=true, Tail=true2026.02 | 75.3 | |
| ReweighM1=false, M2=true, M3=true, M4=true, Tail=true2026.02 | 74.9 | |
| REMINDM1=false, M2=false, M3=true, M4=true, Tail=true2026.02 | 74.6 | |
| FairBatchM1=false, M2=false, M3=true, M4=true, Tail=false2026.02 | 74.6 | |
| REMINDM1=false, M2=false, M3=true, M4=true, Tail=false2026.02 | 74.6 | |
| FairMixupM1=false, M2=false, M3=true, M4=true, Tail=false2026.02 | 74.4 | |
| TransM1=false, M2=false, M3=true, M4=true, Tail=true2026.02 | 74.1 | |
| REMINDM1=true, M2=true, M3=true, M4=true, Tail=true2026.02 | 74 | |
| FuseMoEM1=false, M2=false, M3=true, M4=true, Tail=true2026.02 | 73.9 | |
| FuseMoEM1=false, M2=false, M3=true, M4=true, Tail=false2026.02 | 73.4 | |
| TransM1=true, M2=true, M3=true, M4=true, Tail=true2026.02 | 73.3 | |
| FlexMoEM1=false, M2=false, M3=true, M4=true, Tail=true2026.02 | 73.1 | |
| FairMixupM1=false, M2=false, M3=true, M4=true, Tail=true2026.02 | 72.8 | |
| ReweighM1=false, M2=false, M3=true, M4=true, Tail=false2026.02 | 72.8 | |
| GroupDROM1=false, M2=false, M3=true, M4=true, Tail=true2026.02 | 72 | |
| FairMixupM1=true, M2=true, M3=true, M4=true, Tail=true2026.02 | 71.5 | |
| FlexMoEM1=true, M2=true, M3=true, M4=true, Tail=true2026.02 | 70.9 | |
| TransM1=false, M2=false, M3=true, M4=true, Tail=false2026.02 | 70.7 | |
| FlexMoEM1=false, M2=false, M3=true, M4=true, Tail=false2026.02 | 70.7 | |
| GroupDROM1=false, M2=false, M3=true, M4=true, Tail=false2026.02 | 69.9 | |
| ReweighM1=false, M2=false, M3=true, M4=true, Tail=true2026.02 | 69.8 | |
| GroupDROM1=true, M2=true, M3=true, M4=true, Tail=true2026.02 | 69.7 | |
| FuseMoEM1=true, M2=true, M3=true, M4=true, Tail=true2026.02 | 67.3 | |
| ReweighM1=true, M2=true, M3=true, M4=true, Tail=true2026.02 | 67.3 | |
| FairBatchM1=true, M2=true, M3=true, M4=true, Tail=true2026.02 | 64.9 |