Eyes wide shut? exploring the visual shortcomings of multimodal llms

Shengbang Tong, Zhuang Liu, Yuexiang Zhai, Yi Ma, Yann LeCun, Saining Xie · 2024

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cs.CV · 2025-09-09 · conditional · novelty 6.0

CAViAR, an agent-plus-critic system for long video reasoning, improves on direct video LLM inference across LVBench, Neptune, and ActivityNet-RTL.

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CAViAR: Critic-Augmented Video Agentic Reasoning cs.CV · 2025-09-09 · conditional · none · ref 30
CAViAR, an agent-plus-critic system for long video reasoning, improves on direct video LLM inference across LVBench, Neptune, and ActivityNet-RTL.