ResearchBenchmarksMulti-modal Reasoning on MMStar (MMStar metric)Follow43.7MMStar ScoreV-GIFT39.0240.23541.4542.665Apr 14, 2026Evaluation ResultsMethodMethodLinksMMStar ScoreV-GIFTModel=LLaVA-1.5-Qwen2....Model=LLaVA-1.5-Qwen2.5-7B, Training Protocol=LoRA2026.0443.7BaselineModel=LLaVA-1.5-Qwen2....Model=LLaVA-1.5-Qwen2.5-7B, Training Protocol=LoRA2026.0442.6VIRALModel=LLaVA-1.5-Qwen2....Model=LLaVA-1.5-Qwen2.5-7B, Training Protocol=LoRA2026.0439.2