multimodal benchmark
OVOBench
OVOBench (Online Video Online Benchmark) evaluates streaming video understanding, testing a model's ability to perceive and respond to video content in real time as it unfolds.
Updated Aug 11, 2026
Models2
Model coverage2
MetricScore
EvidenceB
OVOBench Ranking
Higher score ranks better on this benchmark.
| 1 | BY | 80.7% | 100.0% | 2 | C | |
| 2 | BY | 79.2% | 0.0% | 2 | C |
OVOBench Score Distribution
A closer view of the leading scores on this benchmark.
OVOBench Highlights
The leading models and scores on this benchmark.
What is OVOBench?
What OVOBench measures and how its scores work.
OVOBench (Online Video Online Benchmark) evaluates streaming video understanding, testing a model's ability to perceive and respond to video content in real time as it unfolds.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- OVOBench
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- ovobench|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about OVOBench.
Which model scores highest on OVOBench?
Seed 2.1 Pro is currently ranked first with 80.7%.
What does OVOBench measure?
OVOBench (Online Video Online Benchmark) evaluates streaming video understanding, testing a model's ability to perceive and respond to video content in real time as it unfolds.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
2 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.