Osteoporosis Diagnosis on Osteoporosis Diagnosis Site A
87.74AccuracyResNet34+MOE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ResNet34+MOEPre-train=TP-SWAV, Loss=Lunified2025.06 | 87.74 | 83.1 | 91.88 | 86.33 | |
| nnFormerPre-train=Alice, Loss=Lclass2025.06 | 86.08 | 82.61 | 88.55 | 83.12 | |
| ResNet34Pre-train=TP-SWAV, Loss=Lclass2025.06 | 85.82 | 82.91 | 87.83 | 82.65 | |
| SwinTPre-train=SwinMM, Loss=Lclass2025.06 | 85.8 | 89.39 | 83.73 | 82.18 | |
| Swin-UNTERPre-train=None, Loss=Lclass2025.06 | 85.44 | 85.22 | 85.57 | 81.44 | |
| ResNet34Pre-train=TP-SWAV, Loss=Lunified2025.06 | 84.6 | 79.94 | 88.61 | 82.75 | |
| ResNet34Pre-train=None, Loss=Lclass2025.06 | 83.89 | 77.18 | 89.55 | 81.43 | |
| ViTPre-train=MAE, Loss=Lclass2025.06 | 83.86 | 76.79 | 90.99 | 82.69 | |
| ResNet34Pre-train=SWAV, Loss=Lclass2025.06 | 83.76 | 78.92 | 87.39 | 80.62 | |
| ResNet34Pre-train=VOCO, Loss=Lclass2025.06 | 83.51 | 79.32 | 86.5 | 80.06 |