ResearchBenchmarksImage-Text Scoring Variability Analysis on Car image dataset 70 synthetic (test)Image-Text Scoring Variability Analysis on Car image dataset 70 synthetic (test)Follow11RangeSigLip-27.9628.484969.52Nov 19, 2025Evaluation resultsMethodMethodLinksRangeCV (Coefficient of Variation)SigLip-22025.11111.7CLIP2025.1135.0622.4PCMDE2025.1145.612.15FLEUR2025.1175.219.1VQA2025.118734.8