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OmniAssistBench is a benchmark for evaluating omni-modal large language models as real-time video assistants, revealing that current models struggle with visual prompts, context retention, and timely responses.
VideoSeeker introduces a paradigm for instance-level video understanding that integrates agentic reasoning with visual prompts, achieving superior performance through automated data synthesis and reinforcement learning, outperforming GPT-4o and Gemini-2.5-Pro.
MarkUp is a tool that allows users to edit websites through AI with visual prompts.