VisualNeedle: Benchmarking Active Visual Search in Information-Dense Scenes

Jingru Chen, Yiming Liu, Mingtao Chen +5

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 imp…