الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Anomaly Detection On Leave One Class Out

المقاييس

AUROC

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	AUROC	Paper Title	Repository
CLIP (zero shot)	92.2	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
DSVDD	52.2	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
DSAD	84.2	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
BCE-CLIP	98.4	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
HSC	84.8	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
Binary Cross Entropy (OE)	86.6	Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images

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