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Multimodal task following (1–3)

We haven't written a description for this benchmark yet; see the card notes below for how each maker ran it.

Your workloadRAG over docs · 12K in · 600 out · 50K requests/mo · 30% cached
  1. 1Dreamina Seedance 2.0 · ByteDance
    2.5 /3

“Best value”: no other model here reports a higher score at a lower cost for your workload. Scores are self-reported by each maker with different settings, so treat close calls as ties.

How each maker reported it

  • Dreamina Seedance 2.0 Tables 1, 9, 24; §2.2.2

    SeedVideoBench 2.0 expert ratings (1–5 unless stated), built by ByteDance with media-industry experts. Columns: Seedance 2.0, Kling 3.0, Veo 3.1, Sora 2 Pro, Seedance 1.5 Pro. Sora 2 Pro was not in the image-to-video table; Arena.AI Elo is for Seedance 2.0 720p only.

Only each model's own maker's number is shown; scores a maker reports for rival models are left out.