OVBench
Progress Over Time
Interactive timeline showing model performance evolution on OVBench
State-of-the-art frontier
Open
Proprietary
OVBench Leaderboard
2 models
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Seed 2.1 ProNew ByteDance | — | — | — | ||
| 2 | ByteDance | — | — | — |
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What is OVBench?
OVBench is an online video understanding benchmark that evaluates a model's ability to perceive, memorize, and reason about real-time video streams as they unfold.
OVBench is a multimodal benchmark evaluating models on multimodal, video, and vision tasks. LLM Stats tracks 2 models on this benchmark, scored on a 0–1 scale. The current average is 0.7, with the leader at 0.7.
Compare leaders on the best AI for multimodal, best AI for video and best AI for vision leaderboards.
Current leaders
Seed 2.1 Pro from ByteDance currently leads the OVBench leaderboard with a score of 0.700 across 2 evaluated AI models.
FAQ
Common questions about the OVBench benchmark and leaderboard.