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홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

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HyperAI초신경

Cross Domain Few Shot On Places

평가 지표

5 shot

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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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Cross Domain Few Shot On Places | SOTA | HyperAI초신경