Multi Label Classification On Mrnet
評価指標
AUC on ACL Tear (ACL)
AUC on Abnormality (ABN)
AUC on Meniscus Tear (MEN)
Accuracy on ACL Tear (ACL)
Accuracy on Abnormality (ABN)
Accuracy on Meniscus Tear (MEN)
Average AUC
Average Accuracy
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
比較表
| モデル名 | AUC on ACL Tear (ACL) | AUC on Abnormality (ABN) | AUC on Meniscus Tear (MEN) | Accuracy on ACL Tear (ACL) | Accuracy on Abnormality (ABN) | Accuracy on Meniscus Tear (MEN) | Average AUC | Average Accuracy |
|---|---|---|---|---|---|---|---|---|
| deep-learning-assisted-diagnosis-for-knee | 0.915 | 0.944 | 0.822 | 0.867 | 0.850 | 0.725 | 0.894 | 0.814 |
| sslm-self-supervised-learning-for-medical | 0.893 | 0.904 | 0.810 | 0.800 | 0.874 | 0.725 | 0.869 | 0.799 |