{"task":"Multi-Label Classification","dataset":"MRNet","metric_names":["Average AUC","AUC on Abnormality (ABN)","AUC on ACL Tear (ACL)","AUC on Meniscus Tear (MEN)","Average Accuracy","Accuracy on Abnormality (ABN)","Accuracy on ACL Tear (ACL)","Accuracy on Meniscus Tear (MEN)"],"rows":[{"id":51477,"task":"Multi-Label Classification","parent_task":null,"dataset":"MRNet","model_name":"MRNet","metrics":{"AUC on ACL Tear (ACL)":"0.915","AUC on Abnormality (ABN)":"0.944","AUC on Meniscus Tear (MEN)":"0.822","Accuracy on ACL Tear (ACL)":"0.867","Accuracy on Abnormality (ABN)":"0.850","Accuracy on Meniscus Tear (MEN)":"0.725","Average AUC":"0.894","Average Accuracy":"0.814"},"paper_url":"https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002699","paper_title":"Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet","paper_date":"2018-11-27","code_links":[{"title":"ahmedbesbes/mrnet","url":"https://github.com/ahmedbesbes/mrnet"}],"metrics_order":"[\"Average AUC\", \"AUC on Abnormality (ABN)\", \"AUC on ACL Tear (ACL)\", \"AUC on Meniscus Tear (MEN)\", \"Average Accuracy\", \"Accuracy on Abnormality (ABN)\", \"Accuracy on ACL Tear (ACL)\", \"Accuracy on Meniscus Tear (MEN)\"]","area":"Methodology","uses_additional_data":0,"source":"archive","tags":[]},{"id":51478,"task":"Multi-Label Classification","parent_task":null,"dataset":"MRNet","model_name":"SKIDv3","metrics":{"AUC on ACL Tear (ACL)":"0.893","AUC on Abnormality (ABN)":"0.904","AUC on Meniscus Tear (MEN)":"0.810","Accuracy on ACL Tear (ACL)":"0.800","Accuracy on Abnormality (ABN)":"0.874","Accuracy on Meniscus Tear (MEN)":"0.725","Average AUC":"0.869","Average Accuracy":"0.799"},"paper_url":"https://arxiv.org/abs/2104.10481v4","paper_title":"SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data","paper_date":"2021-04-21","code_links":[{"title":"sadimanna/skid","url":"https://github.com/sadimanna/skid"},{"title":"sadimanna/sslm","url":"https://github.com/sadimanna/sslm"}],"metrics_order":"[\"Average AUC\", \"AUC on Abnormality (ABN)\", \"AUC on ACL Tear (ACL)\", \"AUC on Meniscus Tear (MEN)\", \"Average Accuracy\", \"Accuracy on Abnormality (ABN)\", \"Accuracy on ACL Tear (ACL)\", \"Accuracy on Meniscus Tear (MEN)\"]","area":"Methodology","uses_additional_data":0,"source":"archive","tags":[]}]}