ResearchBenchmarksText Scene Hallucination on KIE-HVQAText Scene Hallucination on KIE-HVQAFollow43.47AccuracyBaseline27.131631.373335.61539.8567Jun 29, 2026Evaluation resultsMethodMethodLinksAccuracySimilarity ScoreBaselineModel=LLaVA-NeXTModel=LLaVA-NeXT2026.0643.4759.67OPPOBase Model=LLaVA-NeXTBase Model=LLaVA-NeXT2026.0631.5747.39DPOBase Model=LLaVA-NeXTBase Model=LLaVA-NeXT2026.0628.9742.52CHiPBase Model=LLaVA-NeXTBase Model=LLaVA-NeXT2026.0628.441.7mDPOBase Model=LLaVA-NeXTBase Model=LLaVA-NeXT2026.0627.7640.57