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Beyond Seeing: Evaluating Multimodal LLMs on Tool-Enabled Image Perception, Transformation, and Reasoning
14 October 2025
Xingang Guo
Utkarsh Tyagi
Advait Gosai
Paula Vergara
Ernesto Gabriel Hernández Montoya
Chen Bo Calvin Zhang
Bin Hu
Yunzhong He
Bing Liu
Bing Liu
Rakshith S Srinivasa
VLM
LRM
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Papers citing
"Beyond Seeing: Evaluating Multimodal LLMs on Tool-Enabled Image Perception, Transformation, and Reasoning"
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Title
Scaling Agentic Reinforcement Learning for Tool-Integrated Reasoning in VLMs
Meng Lu
Ran Xu
Yi Fang
Wenxuan Zhang
Yue Yu
...
Guanghua Xiao
Hanrui Wang
Di Jin
W. Shi
Xuan Wang
LRM
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0
0
24 Nov 2025
1
