ResearchBenchmarksImage-Text Alignment Scoring on Car synthetic 70 images (test)Follow99Mean ScoreSigLip-225.534444.607263.6882.7528Nov 19, 2025Evaluation ResultsMethodMethodLinksMean ScoreStd Dev ScoreMin ScoreMax ScoreSigLip-2Scale=0-100Scale=0-1002025.11991.789100PCMDEScale=0-100Scale=0-1002025.11799.64691.6FLEURScale=0-100Scale=0-1002025.1173.814.18.783.9VQAScale=0-100Scale=0-1002025.1172.525.2693CLIPScale=0-100Scale=0-1002025.1128.366.342.5437.6