ResearchBenchmarksImage-Text Alignment Scoring on Animal synthetic images 70 images (test)Image-Text Alignment Scoring on Animal synthetic images 70 images (test)Follow99.9Mean ScoreSigLip-230.11648.23366.3584.467Nov 19, 2025Evaluation resultsMethodMethodLinksMean ScoreStd Dev ScoreMin ScoreMax ScoreSigLip-2Scale=0-100Scale=0-1002025.1199.90.496.3100PCMDEScale=0-100Scale=0-1002025.1181.68.75698VQAScale=0-100Scale=0-1002025.1177.17.848.389.8FLEURScale=0-100Scale=0-1002025.1177554.685.6CLIPScale=0-100Scale=0-1002025.1132.82.526.740.3