Data Party THU
Jun 30, 2026 · Artificial Intelligence
Do Video Generation Models Really Reason? A 303‑Question Benchmark Exposes Their Reasoning Gaps
The article introduces the MME‑CoF‑Pro benchmark, which uses 303 carefully crafted video‑reasoning samples across 16 categories to evaluate seven leading video generation models, revealing that current models lack true reasoning ability, that prompting can both help and hurt coherence, and that the new Reasoning Score aligns well with human judgments.
EvaluationMME-CoF-Proartificial intelligence
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