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most citedAn Overview on Language Models: Recent Developments and Outlook

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cs.CV2026

AVTrace: Diagnosing Audio-Visual Temporal Reasoning in Omni Models

Longyin Zhang, Parth Sakhare Mahendra, Chengwei Wei +4

Omni models can describe video content, but can they locate events in time, preserve event order, and judge audio-visual synchronization? We introduce AVTrace (Audio-Visual Tempora…