SuanNi
Apr 19, 2026 · Artificial Intelligence
Why Multimodal Video Models Still Miss the Mark: Inside the New Video‑MME‑v2 Benchmark
The Video‑MME‑v2 benchmark reveals that current multimodal video models, despite high leaderboard scores, struggle with genuine video understanding, thanks to a rigorous three‑layer evaluation, non‑linear scoring, and a meticulously curated 800‑video dataset that exposes their true intelligence limits.
AI evaluationVideo-MMElarge language models
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