ResearchBenchmarksImage-Text Scoring Variability Analysis on Animal image dataset 70 synthetic images (test)Follow3.7RangeSigLip-22.16812.50922.8533.191Nov 19, 2025Evaluation ResultsMethodMethodLinksRangeCoefficient of Variation (CV)SigLip-22025.113.70.4CLIP2025.1113.67.6FLEUR2025.11316.5VQA2025.1141.510.1PCMDE2025.114210.7