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New Audit Examines Sources of Reported Gains in Long-Video Question Answering

A paper introduces VideoRouteAudit, a controlled audit of long-video question answering that examines frame selection, evidence injection, and expert routing to determine where reported performance gains actually originate.

Read the full story at arXiv cs.CV ↗

Timeline · 1 report

  1. 2026-11-06 05:00 · arXiv cs.CV
    Where Do Reported Long-Video QA Gains Come From? A Controlled Audit of Frame Selection, Evidence Injection, and Expert Routing

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