ResearchBenchmarksSemantic Preservation Evaluation on MMSDSemantic Preservation Evaluation on MMSDFollow97.61Position Preservation (Q1)MMSD93.491694.560895.6396.6992Apr 14, 2026Evaluation resultsMethodMethodLinksPosition Preservation (Q1)Number Preservation (Q2)Joint Success Rate (Q1 & Q2)MMSDCaptioning Model=GemmaCaptioning Model=Gemma2026.0497.6186.986.06MMSDCaptioning Model=BLIPCaptioning Model=BLIP2026.0494.4488.8986.9SPIC2026.0493.6580.1675.07