New benchmark reveals that top multimodal models still stumble below 50% accuracy on basic visual entity tasks. The gap highlights limits in current vision‑language training and raises questions about real‑world reliability. Dive into the findings and what they mean for future AI research. #MultimodalLearning #VisionLanguage #EntityRecognition #AIBenchmarking

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