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Ziqi Huang

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• VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning
• UniT: Unified Multimodal Chain-of-Thought Test-time Scaling
• BabyVision: Visual Reasoning Beyond Language
• WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World
• The Quest for Generalizable Motion Generation: Data, Model, and Evaluation
• RealDPO: Real or Not Real, that is the Preference
• Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark