TABLE 7.
Ablation study results on the impact of contrastive learning.
| Model | AUC | Accuracy | Precision | Recall | F1 score |
|---|---|---|---|---|---|
| KneeXNet | 0.985 0.003 | 0.968 0.004 | 0.972 0.005 | 0.979 0.004 | 0.975 0.004 |
| KneeXNet-C | 0.980 0.004 | 0.964 0.005 | 0.969 0.006 | 0.975 0.005 | 0.972 0.005 |
The bold values represent the best-performing results for each respective metric or category.