MOV-Bench: leaderboard
Metric: Accuracy (%; 519 audio-visual multi-hop multiple-choice questions; direct inference on the whole video). Source: arxiv.org. Saturation forecast: Around December 2026. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | MiniCPM-o-4.5 | 53.18 |
| 2 | Qwen3 Omni 30B A3B Instruct | 52.79 |
| 3 | Ming-Lite-Omni-1.5 | 49.52 |
| 4 | Qwen2.5-Omni-7B | 46.63 |
Interactive version: theaggregate.ai/benchmark?slug=mov-bench · How It Works · Data refreshed daily, snapshot 2026-09-26.