Mitigating Contextual Bias On Fgvc Aircraft
Metrics
OOD Accuracy (%)
Top-1 Accuracy (%)
Results
Performance results of various models on this benchmark
Model Name | OOD Accuracy (%) | Top-1 Accuracy (%) | Paper Title | Repository |
|---|---|---|---|---|
| CAL | 10.2 | 71.0 | Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification | |
| CAL + ALIA | 25.1 | 71.8 | Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification | |
| CAL + Real-Guidance | 17.7 | 71.7 | Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? | |
| CAL + SaSPA | 41.5 | 73.0 | Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation |
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