Yuan Zhou

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Tool Use & Agents (1)

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Xuanyu Zhu (1)Yuhao Dong (1)Rundong Wang (1)Yang Shi (1)

Papers (1)

Mar 16, 2026

Xuanyu Zhu +111d ago·also UMich, University of Shanghai for Science and Technology

VTC-Bench: Evaluating Agentic Multimodal Models via Compositional Visual Tool Chaining

MLLMs still fumble at visual tool use, struggling to compose even basic OpenCV operations into effective plans, as revealed by a new benchmark where the best model only scores 51%.

Xuanyu Zhu, Yuhao Dong, Rundong Wang +9

Eval Frameworks & Benchmarks Multimodal Models Tool Use & Agents

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Yuan Zhou

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)