ResearchBenchmarksVisual Needle In A Haystack on MMLongBench MM-NIAH CountFollow38.95Soft AccuracyFOCUS36.797237.356137.91538.4739Aug 19, 2025Evaluation ResultsMethodMethodLinksSoft AccuracyFOCUSModel=Qwen2.5-VL-7BModel=Qwen2.5-VL-7B2025.0838.95BaselineModel=Qwen2.5-VL-7BModel=Qwen2.5-VL-7B2025.0836.88