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K9-Bench: Evaluating Multimodal LLMs on Canine-Centric Videos
K9-Bench evaluates multimodal LLMs on dog videos via 5,000 QA pairs and finds limited zero-shot reasoning over long-horizon canine interactions.
Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · Published 2026
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AI panel: 9 of 20 reviewers recommend it
lenient 5/5
medium 4/10
strict 0/5