HyperAI초신경

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

한국어

HyperAI초신경

Cross Domain Few Shot On Cars

평가 지표

5 shot

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	5 shot	Paper Title	Repository
wave-SAN	46.11	Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning
AFA	49.28	Adversarial Feature Augmentation for Cross-domain Few-shot Classification
BSCD-FSL	52.08	A Broader Study of Cross-Domain Few-Shot Learning
ATA-FT	54.28	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
StyleAdv-FT	56.44	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
StyleAdv	50.13	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
ATA	49.14	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
FWT	44.90	Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation

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