Cross Domain Few Shot On Cropdisease

Metrics

5 shot

Results

Performance results of various models on this benchmark

		Paper Title
StyleAdv-FT	96.51	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
ATA-FT	95.44	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
StyleAdv	93.65	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
ATA	90.59	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
wave-SAN	89.70	Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning
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
AFA	88.06	Adversarial Feature Augmentation for Cross-domain Few-shot Classification
FWT	87.11	Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation

0 of 9 row(s) selected.

Cross Domain Few Shot On Cropdisease

Metrics

5 shot

Results

Performance results of various models on this benchmark

		Paper Title
StyleAdv-FT	96.51	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
ATA-FT	95.44	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
StyleAdv	93.65	StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning
ATA	90.59	Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
wave-SAN	89.70	Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning
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
AFA	88.06	Adversarial Feature Augmentation for Cross-domain Few-shot Classification
FWT	87.11	Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation

0 of 9 row(s) selected.

Cross Domain Few Shot On Cropdisease | SOTA | HyperAI