OpenVLM MMT-Bench - Video Captioning — leaderboard

Metric: Score (%). Source: huggingface.co. 207 models tracked.

Top models

#ModelScore
1GPT-4.1 Mini100
2InternVL3-78B100
3InternVL2-8B100
4Qwen 2 VL 72B100
5Qwen 2 VL 7B100
6InternVL3-14B100
7Aquila-VL-2B100
8MiniCPM-V-2.6100
9GPT-4.1 (2025-04-14)100
10InternVL3-8B95
11InternVL3-38B95
12Qwen 2 VL 2B95
13Ovis2-8B95
14Llama 3.2 11B Instruct95
15Gemini 1.5 Pro95

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-video-captioning · How the rankings work · Data refreshed daily, snapshot 2026-07-22.