基于多任务对比约束与可控缺陷生成的异常检测算法
刘宇轩,苏恩祈,井佩光,孙宏博,苏育挺

Anomaly detection algorithm based on multi-task contrastive constraints and controllable anomaly synthesis
Yuxuan LIU,Enqi SU,Peiguang JING,Hongbo SUN,Yuting SU
表 6 不同算法在MVTec数据集上的复杂度对比
Tab.6 Comparison of complexity among different algorithm on MVTec dataset
算法ti/sM/MBAUROCI/%AUROCP/%AUPRO/%
P-SVDD0.48—92.195.777.3
PaDiM0.95380095.597.592.1
SPADE1.40140085.596.591.7
本研究0.2245699.398.395.0