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Cross Domain Few Shot On Chestx

Metrics

5 shot

Results

Performance results of various models on this benchmark

Model Name
5 shot
Paper TitleRepository
StyleAdv-FT26.24StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
StyleAdv26.07StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
RFS+MLP26.00Improving Cross-domain Few-shot Classification with Multilayer Perceptron
ATA-FT25.08Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
BSCD-FSL25.97A Broader Study of Cross-Domain Few-Shot Learning
FWT25.18Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation
GNN25.27Few-Shot Learning with Graph Neural Networks
ATA24.32Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
wave-SAN25.63Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning
LRP24.53Explanation-Guided Training for Cross-Domain Few-Shot Classification
AFA25.02Adversarial Feature Augmentation for Cross-domain Few-shot Classification
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