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ResearchFormerly WizWand

5-Shot Fine-Grained Classification on FGVC-Aircraft

40.59Top-1 AccuracyDiff-Mix
23.336427.815732.29536.7743Mar 9, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Diff-MixBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.0340.59
Diff-IIBackbone=ResNet-50, Pre-trained=ImageNet2026.0340.23
DiffuseMixBackbone=ResNet-50, Pre-trained=ImageNet2026.0337.04
Diff-AugBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.0336.24
GIFBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.12026.0335.12
DA-FusionBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.0333.43
Real GuidanceBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.12026.0332.93
BaselineBackbone=ResNet-50, Pre-trained=ImageNet2026.0332.26
MixupBackbone=ResNet-50, Pre-trained=ImageNet2026.0331.45
CutMixBackbone=ResNet-50, Pre-trained=ImageNet2026.0324