OpenVLM Video - MMBench-Video: leaderboard
OpenVLM Video leaderboard slice for MMBench-Video multimodal video perception and reasoning.
Metric: Normalized Score (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 49 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 2.0 Flash | 67 | #342 |
| 2 | InternVL2.5-78B | 66 | #431 |
| 3 | InternVL3-78B | 60.33 | #352 |
| 4 | InternVL3-38B | 60 | #405 |
| 5 | MiniCPM-V-2.6 | 56.67 | #836 |
| 6 | Qwen 2 VL 72B | 56.67 | #460 |
| 7 | InternVL3-8B | 56.33 | #620 |
| 8 | Gemini 1.5 Flash | 55.33 | #618 |
| 9 | Qwen2.5-Omni-7B | 55 | #624 |
| 10 | Qwen 2.5 VL 7B | 49.67 | #643 |
| 11 | Qwen 2 VL 7B | 48.33 | #750 |
| 12 | Claude 3.5 Sonnet | 46 | #350 |
| 13 | InternVL2-8B | 42 | #817 |
| 14 | Phi-4 Multimodal Instruct | 29 | #906 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=openvlm-video-mmbench-video · How It Works · Data refreshed daily, snapshot 2026-10-20.