OpenVLM Video - MVBench: leaderboard

OpenVLM Video leaderboard slice for MVBench action, object, scene, and temporal video understanding.

Metric: Normalized Score (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 37 models tracked.

Top models

#ModelScoreOverall rank
1InternVL3-78B79.2#352
2InternVL3-38B76#405
3InternVL2.5-78B75.6#431
4InternVL3-8B73.2#620
5Qwen 2 VL 72B70.2#460
6Qwen2.5-Omni-7B69#624
7Qwen 2.5 VL 7B67.5#643
8Qwen 2 VL 7B66#750
9InternVL2-8B64.5#817
10Gemini 2.0 Flash59.4#342
11Gemini 1.5 Flash54.1#618
12MiniCPM-V-2.644.7#836
13Phi-4 Multimodal Instruct44.1#906
14Claude 3.5 Sonnet25.5#350

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-mvbench · How It Works · Data refreshed daily, snapshot 2026-10-20.