Shengju Qian

LIGHTSPEED

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)

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Mingxian Lin (1)Yuqi Liu (1)Yi-Hua Huang (1)Yiyu Wang (1)

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Jun 8, 2026

1d ago·also Tsinghua AI, CUHK, LIGHTSPEED, University of California Los Angeles

OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics

VLM agents exhibit vastly different skill evolution patterns, revealing that initial performance scores can be misleading without considering improvement dynamics.

Mingxian Lin, Shengju Qian, Yuqi Liu +9

Eval Frameworks & Benchmarks Multimodal Models

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Shengju Qian

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)