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Semantic Robustness on FGVCAircraft

31.9Accuracy (VP Perturbation)ExactLine
26.59627.97329.3530.727Jun 17, 2026

Evaluation results

MethodLinks
ExactLine2026.0631.913
ExactLine2026.0631.913
I-Spectransformation_type=image-specified2026.0627.411
I-SpecTransformation Type=Image-specified2026.0627.411
T-Spectransformation_type=text-specified2026.0626.814.9
T-SpecTransformation Type=Text-specified2026.0626.814.9