{"task":"Anomaly Detection","dataset":"BottleCap","metric_names":["AUCROC","IOU","AUC(image-level)","AUC-PRO"],"rows":[{"id":19753,"task":"Anomaly Detection","parent_task":null,"dataset":"BottleCap","model_name":"DFC","metrics":{"AUC(image-level)":"0.941","AUC-PRO":"0.881","AUCROC":"0.971","IOU":"0.289"},"paper_url":"https://www.sciencedirect.com/science/article/abs/pii/S0031320322003557#:~:text=In%20this%20work%2C%20we%20propose%20to%20address%20the,anomalous%20patterns%20in%20images%20through%20deep%20feature%20matching.","paper_title":"Learning Deep Feature Correspondence for Unsupervised Anomaly Detection and Segmentation","paper_date":"2022-06-27","code_links":[{"title":"YoungGod/DFC","url":"https://github.com/YoungGod/DFC"}],"metrics_order":"[\"AUCROC\", \"IOU\", \"AUC(image-level)\", \"AUC-PRO\"]","area":"Methodology","uses_additional_data":1,"source":"archive","tags":[]}]}