HyperAI超神经

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HyperAI超神经

Anomaly Detection On Leave One Class Out 1

评估指标

AUROC

评测结果

各个模型在此基准测试上的表现结果

模型名称	AUROC	Paper Title	Repository
CLIP (zero shot)	97.8	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
Binary Cross Entropy (OE)	88.2	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
BCE-CLIP (OE)	99.3	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
DSAD	88.8	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
DSVDD	49.7	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
HSC (OE)	88.3	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images

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