Mitigating Contextual Bias On Fgvc Aircraft

OOD Accuracy (%)

Top-1 Accuracy (%)

Results

Performance results of various models on this benchmark

			Paper Title
CAL + SaSPA	41.5	73.0	Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation
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	10.2	71.0	Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification

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