Osteoporosis Diagnosis on Osteoporosis Diagnosis Site D
85.1AccuracynnFormer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| nnFormerPre-train=Alice, Loss=Lclass2025.06 | 85.1 | 83.49 | 85.9 | 78.81 | |
| ResNet34+MOEPre-train=TP-SWAV, Loss=Lunified2025.06 | 84.97 | 90.24 | 81.08 | 83.62 | |
| ResNet34Pre-train=TP-SWAV, Loss=Lclass2025.06 | 84.63 | 82.34 | 85.8 | 78.3 | |
| Swin-UNTERPre-train=None, Loss=Lclass2025.06 | 83.55 | 85.45 | 82.77 | 75.2 | |
| ResNet34Pre-train=SWAV, Loss=Lclass2025.06 | 83.4 | 79.56 | 85.44 | 76.91 | |
| ResNet34Pre-train=VOCO, Loss=Lclass2025.06 | 83.24 | 79.2 | 85.41 | 76.74 | |
| ResNet34Pre-train=None, Loss=Lclass2025.06 | 82.93 | 76 | 87.3 | 77.47 | |
| ResNet34Pre-train=TP-SWAV, Loss=Lunified2025.06 | 81.87 | 88.46 | 77.39 | 79.77 | |
| ViTPre-train=MAE, Loss=Lclass2025.06 | 79.79 | 82.56 | 77.57 | 78.48 | |
| SwinTPre-train=SwinMM, Loss=Lclass2025.06 | 79.79 | 91.18 | 73.6 | 76.07 |