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

العربية

Cross Domain Few Shot On Places

المقاييس

5 shot

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	5 shot	Paper Title	Repository
BSCD-FSL	70.06	A Broader Study of Cross-Domain Few-Shot Learning
ATA-FT	76.64	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
StyleAdv-FT	79.35	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
AFA	76.21	Adversarial Feature Augmentation for Cross-domain Few-shot Classification
FWT	73.94	Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation
StyleAdv	77.73	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
wave-SAN	76.88	Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning
ATA	75.48	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation

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