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HKU benchmark ranks Seedance 2.0 Pro first on video quality, Hailuo 2.3 first on safety

University of Hong Kong

Video official + media 3 src. ~1 min

HKU Business School's AI Evaluation Lab published a study of 12 generative video models on Oct 26, scoring generation across visual continuity, physical plausibility, aesthetics, instruction alignment, audio quality and audio-visual matching. ByteDance Seedance 2.0 Pro took first overall at 3.84/5 (Veo 3.1 3.47, Sora 2 Pro 3.27) and led the audio sub-score at 3.86, while MiniMax Hailuo 2.3 won safety at 3.63 with Seedance only sixth at 3.12. Most models scored worse when a reference image was added to the prompt, with Wan 2.6 falling from 3.41 to 2.75.

Why it matters

First independent leaderboard that scores Chinese and US video models on safety and audio alongside visual quality.

Importance: 3/5

Independent benchmark across 12 models, covered by two outlets.

Sources