LVOmniBench (Video Only): leaderboard
Metric: Accuracy (%) on the 1,014 four-option multiple-choice questions about 275 long open-domain videos (10 to 90 minutes, mean 34.5 minutes) in LVOmniBench, each model at its maximum permitted number of input frames (768 for the Qwen models and video-SALMONN 2+, 64 for MiniCPM-o 4.5, 16 for VideoLLaMA2, 1 frame per second for Gemini with thinking), with the video's frames only (no audio); higher is better. Source: arxiv.org. Saturation forecast: Around May 2027. 3 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3 Flash | 46.2 | #93 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=lvomnibench-video-only · How It Works · Data refreshed daily, snapshot 2026-10-11.