Utkarsh Tyagi(@utkarsh4430):🎉 Our work from @ScaleAILabs, Beyond Seeing: Evaluating Multimodal LLMs on Tool-Enabled Image Perception, Transformation, and Reasoning, has been accepted to EMNLP 2026 Main Conference! One of the first works to systematically benchmark vision tool use in multimodal LLMs - testing whether models can go beyond simply seeing an image to actively manipulate, inspect, and reason over it with tools. 📄 https://t.co/I0093rJEMR 🏆

Utkarsh Tyagi

@utkarsh4430

Audio and Multimodal Research @ScaleAILabs | CS @umdcs

加入 July 2018

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Utkarsh Tyagi@utkarsh4430

2026.08.21 20:33

🎉 Our work from @ScaleAILabs, Beyond Seeing: Evaluating Multimodal LLMs on Tool-Enabled Image Perception, Transformation, and Reasoning, has been accepted to EMNLP 2026 Main Conference! One of the first works to systematically benchmark vision tool use in multimodal LLMs - testing whether models can go beyond simply seeing an image to actively manipulate, inspect, and reason over it with tools. 📄 🏆

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