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ResearchFormerly WizWand

Few-shot fine-grained classification on FGVC-Aircraft 1-shot

13.03Top-1 AccuracyDiffuseMix
6.36368.09439.82511.5557Mar 9, 2026
Updated 8mo ago

Evaluation results

MethodLinks
DiffuseMixBackbone=ResNet-50, Pre-trained=ImageNet2026.0313.03
Diff-MixBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.0312.16
GIFBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.12026.0311.79
Diff-AugBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.0311.49
Diff-IIBackbone=ResNet-50, Pre-trained=ImageNet2026.0311.28
DA-FusionBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.0311.24
Real GuidanceBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.12026.0311.23
BaselineBackbone=ResNet-50, Pre-trained=ImageNet2026.0310.21
MixupBackbone=ResNet-50, Pre-trained=ImageNet2026.037.57
CutMixBackbone=ResNet-50, Pre-trained=ImageNet2026.036.62