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Cross Domain Few Shot On Chestx

Metriken

5 shot

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	5 shot	Paper Title	Repository
StyleAdv-FT	26.24	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
StyleAdv	26.07	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
RFS+MLP	26.00	Improving Cross-domain Few-shot Classification with Multilayer Perceptron
ATA-FT	25.08	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
BSCD-FSL	25.97	A Broader Study of Cross-Domain Few-Shot Learning
FWT	25.18	Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation
GNN	25.27	Few-Shot Learning with Graph Neural Networks
ATA	24.32	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
wave-SAN	25.63	Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning
LRP	24.53	Explanation-Guided Training for Cross-Domain Few-Shot Classification
AFA	25.02	Adversarial Feature Augmentation for Cross-domain Few-shot Classification

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