ResearchBenchmarksOpen-ended action-relation hallucination evaluation on MMRel DALL-EFollow7.47ScoreRVE6.73166.92337.1157.3067May 12, 2026Evaluation ResultsMethodMethodLinksScoreRVEModel=InstructBLIP-7BModel=InstructBLIP-7B2026.057.47VanillaModel=InstructBLIP-7BModel=InstructBLIP-7B2026.057.41RVEModel=LLaVA-NeXT-7BModel=LLaVA-NeXT-7B2026.057.32VanillaModel=LLaVA-NeXT-7BModel=LLaVA-NeXT-7B2026.057.15RVEModel=ShareGPT4V-7BModel=ShareGPT4V-7B2026.057.06RVEModel=LLaVA-1.5-7BModel=LLaVA-1.5-7B2026.056.89VanillaModel=ShareGPT4V-7BModel=ShareGPT4V-7B2026.056.87VanillaModel=LLaVA-1.5-7BModel=LLaVA-1.5-7B2026.056.76