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SLVMBench: Skill Learning from Video Memory

SLVMBench evaluates video-LLMs on learning skills from long video streams and applying them in real time, revealing substantial performance degradation.

Yudong Yang, Guangzhi Sun, Yixuan Li, Wei Li and 2 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 5/5
medium 5/10
strict 1/5