Video-MME-Long
PulseAugur coverage of Video-MME-Long — every cluster mentioning Video-MME-Long across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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VideoXAgent tackles long video understanding with online agent harness
Researchers have developed VideoXAgent, an online harness designed for understanding long videos. This system plans tasks, uses specialized tools like VLMs, OCR, and ASR on demand, and aggregates evidence to answer quer…
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MERIT framework simplifies ultra-long video understanding
Researchers have developed MERIT, a novel framework for understanding ultra-long videos that exceed practical processing limits for current multi-modal large language models. MERIT employs a two-stage approach, first co…
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New AI frameworks tackle long-form video understanding with advanced memory and reasoning
Researchers are developing advanced frameworks to improve how AI models understand and reason about long-form videos. Homer, for instance, uses a hierarchical memory system that organizes information by temporal and cau…