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Tohoku University
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Current text-to-long-video evaluation metrics can't reliably assess video quality, failing to match human judgment in 9 out of 10 tested degradation aspects.
LVLMs encode nodes early but edges late, suggesting a fundamental bottleneck in how these models process relational information in diagrams.
