5-Shot Fine-Grained Classification on FGVC-Aircraft
40.59Top-1 AccuracyDiff-Mix
Evaluation Results
| Method | Links | |
|---|---|---|
| Diff-MixBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.03 | 40.59 | |
| Diff-IIBackbone=ResNet-50, Pre-trained=ImageNet2026.03 | 40.23 | |
| DiffuseMixBackbone=ResNet-50, Pre-trained=ImageNet2026.03 | 37.04 | |
| Diff-AugBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.03 | 36.24 | |
| GIFBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.12026.03 | 35.12 | |
| DA-FusionBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.92026.03 | 33.43 | |
| Real GuidanceBackbone=ResNet-50, Pre-trained=ImageNet, s (strength)=0.12026.03 | 32.93 | |
| BaselineBackbone=ResNet-50, Pre-trained=ImageNet2026.03 | 32.26 | |
| MixupBackbone=ResNet-50, Pre-trained=ImageNet2026.03 | 31.45 | |
| CutMixBackbone=ResNet-50, Pre-trained=ImageNet2026.03 | 24 |