ZeroVideo
Seed2.0 Pro 14.5% Models answer real-world video reasoning questions that need high frame rate motion perception or multi-hop reasoning over long videos. Videos average 1,672 seconds.
In-house ByteDance Seed evaluation. The tasks are not public. It first appeared in the Seed1.8 model card with 101 questions, and the format and scoring are estimates.
- Made by
- ByteDance Seed
- Released
- December 2025
- Kind
- Long videos
- Level
- Expert
- Scored
- Checked automatically
- Answers
- Short answer
- Tasks
- Kept private
- Last in a system card
- March 2026
- Last model added
- March 2026
Seed2.0 Pro leads with 14.5%
Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.
- 1 Seed2.0 Pro 14.5%
- 2 Seed1.8 6.90%
Source: Labs’ model cards
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | Seed2.0 Pro | 14.5% | Feb 2026 | Lab model card | |
| 2 | Seed1.8 | 6.90% | Mar 2026 | Lab model card |
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
Source: Labs’ model cards
Labs report it only in system cards
We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark. Some system cards do, below.
2 system cards report it, from 1 lab
Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.
| Date | Document | Score | As the document writes it | Section |
|---|---|---|---|---|
| Mar 21, 2026 | Seed1.8 model card | 6.9 | ZeroVideo 6.9, 18.8 with the VideoCut tool (Table 6) | Capabilities |
| Feb 14, 2026 | Seed2.0 Pro model card | 14.5 | ZeroVideo 14.5, 27.9 with the VideoCut tool (Table 10) | Capabilities |
More in Audio and video
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