Osteoporosis Diagnosis on Osteoporosis Diagnosis Site B
93.23AccuracyResNet34+MOE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ResNet34+MOEPre-train=TP-SWAV, Loss=Lunified2025.06 | 93.23 | 86.89 | 94.7 | 82.81 | |
| ResNet34Pre-train=TP-SWAV, Loss=Lunified2025.06 | 92 | 81.54 | 94.62 | 80.3 | |
| SwinTPre-train=SwinMM, Loss=Lclass2025.06 | 87.69 | 71.43 | 91.6 | 69.23 | |
| nnFormerPre-train=Alice, Loss=Lclass2025.06 | 86.38 | 82.02 | 88.56 | 80.05 | |
| ResNet34Pre-train=TP-SWAV, Loss=Lclass2025.06 | 86.01 | 80.8 | 88.71 | 79.74 | |
| Swin-UNTERPre-train=None, Loss=Lclass2025.06 | 85.92 | 84.85 | 86.38 | 78.32 | |
| ResNet34Pre-train=None, Loss=Lclass2025.06 | 84.65 | 76.09 | 89.81 | 78.85 | |
| ResNet34Pre-train=VOCO, Loss=Lclass2025.06 | 84.38 | 78.1 | 87.67 | 77.49 | |
| ResNet34Pre-train=SWAV, Loss=Lclass2025.06 | 84.38 | 77.66 | 87.99 | 77.66 | |
| ViTPre-train=MAE, Loss=Lclass2025.06 | 81.85 | 75.55 | 90.61 | 69.86 |