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News/VisualNeedle: Benchmarking Active Visual Search in Information-Dense Scenes
arxiv
PublishedMay 27, 2026 at 4:00 AM

VisualNeedle: Benchmarking Active Visual Search in Information-Dense Scenes

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arXiv:2605.26380v1 Announce Type: cross Abstract: Frontier multimodal large language models (MLLMs) have been reported to achieve over 90% accuracy on fine-grained perception benchmarks. However, such scores do not necessarily imply faithful use of visual evidence. Prior studies have identified thre

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