ResearchBenchmarksObject Hallucination Evaluation on POPE OpenImagesObject Hallucination Evaluation on POPE OpenImagesFollow81.07AccuracyMHSA78.397279.091179.78580.4789May 14, 2026Evaluation resultsMethodMethodLinksAccuracyPrecisionRecallF1 ScorePresence Rate (%)MHSAModel=LLaVA-v1.5-7BModel=LLaVA-v1.5-7B2026.0581.0774.296.0583.7263.3BaselineModel=LLaVA-v1.5-7BModel=LLaVA-v1.5-7B2026.0578.572.6990.0980.4660.9