Osteoporosis Diagnosis on Osteoporosis Diagnosis Site C
88.68AccuracyResNet34
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ResNet34Pre-train=TP-SWAV, Loss=Lunified2025.06 | 88.68 | 84 | 90.12 | 77.78 | |
| ResNet34+MOEPre-train=TP-SWAV, Loss=Lunified2025.06 | 88.68 | 81.48 | 91.14 | 78.57 | |
| ResNet34Pre-train=TP-SWAV, Loss=Lclass2025.06 | 86.82 | 80.1 | 89.18 | 74.27 | |
| nnFormerPre-train=Alice, Loss=Lclass2025.06 | 86.79 | 94.12 | 85.39 | 69.57 | |
| ResNet34Pre-train=SWAV, Loss=Lclass2025.06 | 86.79 | 80 | 88.89 | 74.07 | |
| ResNet34Pre-train=None, Loss=Lclass2025.06 | 84.91 | 74.07 | 88.61 | 71.43 | |
| ViTPre-train=MAE, Loss=Lclass2025.06 | 83.96 | 70 | 89.47 | 71.19 | |
| Swin-UNTERPre-train=None, Loss=Lclass2025.06 | 83.02 | 78.95 | 83.91 | 62.5 | |
| SwinTPre-train=SwinMM, Loss=Lclass2025.06 | 81.13 | 90.91 | 80 | 67.8 | |
| ResNet34Pre-train=VOCO, Loss=Lclass2025.06 | 79.25 | 78.12 | 83.13 | 67.69 |