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ResearchFormerly WizWand

Few-shot fine-grained classification on FGVC-Aircraft 10-shot

59.62Top-1 AccuracyDiff-II
43.063247.361651.6655.9584Mar 9, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Diff-IIBackbone=ResNet-50, Pre-trained=ImageNet2026.0359.62
Diff-MixBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.0359.37
DiffuseMixBackbone=ResNet-50, Pre-trained=ImageNet2026.0357.89
GIFBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.12026.0356.26
Diff-AugBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.0355.34
MixupBackbone=ResNet-50, Pre-trained=ImageNet2026.0354.12
Real GuidanceBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.12026.0353.72
DA-FusionBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.0352.92
BaselineBackbone=ResNet-50, Pre-trained=ImageNet2026.0352.64
CutMixBackbone=ResNet-50, Pre-trained=ImageNet2026.0343.7