ResearchBenchmarksSemantic Robustness on Caltech101Semantic Robustness on Caltech101Follow2.7Color RobustnessExactLine-0.1080.6211.352.079Jun 17, 2026Evaluation resultsMethodMethodLinksColor RobustnessViewpoint (VP) RobustnessStyle RobustnessMean Absolute Discrepancy (Color)Mean Absolute Discrepancy (VP)Mean Absolute Discrepancy (Style)ExactLine2026.062.7010.5———T-Spectransformation_type=te...transformation_type=text-specified2026.060011.9———I-Spectransformation_type=im...transformation_type=image-specified2026.06007.8———ExactLine2026.06———2.7010.5I-Spectransformation_type=im...transformation_type=image-specified2026.06———007.8T-Spectransformation_type=te...transformation_type=text-specified2026.06———0011.9