ResearchBenchmarksOpen-ended action-relation hallucination evaluation on MMRel RealFollow8.26ScoreRVE6.10726.66617.2257.7839May 12, 2026Evaluation ResultsMethodMethodLinksScoreRVEModel=ShareGPT4V-7BModel=ShareGPT4V-7B2026.058.26RVEModel=LLaVA-NeXT-7BModel=LLaVA-NeXT-7B2026.058.21VanillaModel=ShareGPT4V-7BModel=ShareGPT4V-7B2026.058.18VanillaModel=LLaVA-NeXT-7BModel=LLaVA-NeXT-7B2026.058.15RVEModel=LLaVA-1.5-7BModel=LLaVA-1.5-7B2026.057.91VanillaModel=LLaVA-1.5-7BModel=LLaVA-1.5-7B2026.057.84RVEModel=InstructBLIP-7BModel=InstructBLIP-7B2026.056.28VanillaModel=InstructBLIP-7BModel=InstructBLIP-7B2026.056.19