Barry Zhang

Papers on Lattice

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

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Yee Man Choi (1)Sean Sedwards (1)Krzysztof Czarnecki (1)

Papers (1)

Jun 8, 2026

Where Does the Answer Come From? Benchmarking View-Level Visual Evidence Identification in Multi-View MLLMs for Autonomous Driving

Grounding failures in MLLMs can lead to plausible but unsafe answers in autonomous driving scenarios, exposing a critical flaw in current evaluation methods.

Yee Man Choi, Barry Zhang, Sean Sedwards +1

Computer Vision Eval Frameworks & Benchmarks Multimodal Models

Barry Zhang

Research focus

Frequent co-authors

Papers (1)

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Barry Zhang

Research focus

Frequent co-authors

Papers (1)