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Cross Domain Few Shot On Cropdisease

Metrics

5 shot

Results

Performance results of various models on this benchmark

Model Name	5 shot	Paper Title	Repository
FWT	87.11	Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation
RFS+MLP	89.68	Improving Cross-domain Few-shot Classification with Multilayer Perceptron
BSCD-FSL	89.25	A Broader Study of Cross-Domain Few-Shot Learning
ATA	90.59	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
AFA	88.06	Adversarial Feature Augmentation for Cross-domain Few-shot Classification
StyleAdv-FT	96.51	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
wave-SAN	89.70	Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning
StyleAdv	93.65	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
ATA-FT	95.44	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation

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