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MedHorizon: Towards Long-context Medical Video Understanding in the Wild
MedHorizon benchmarks long medical video understanding via sparse evidence retrieval and multi-hop reasoning, with top models reaching only 41.1% accuracy.
Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 16 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 3/5