OpenVLM Video: leaderboard

OpenCompass OpenVLM video leaderboard aggregating video-language model results on Video-MME, MVBench, MMBench-Video, TempCompass, and MLVU.

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

Top models

#ModelScoreOverall rank
1InternVL3-78B72.7#352
2InternVL3-38B71.9#405
3InternVL2.5-78B68.1#431
4Qwen 2 VL 72B67.7#460
5InternVL3-8B66.8#620
6Gemini 2.0 Flash64.6#342
7Qwen2.5-Omni-7B64.5#624
8Qwen 2.5 VL 7B62.8#643
9Qwen 2 VL 7B61.2#750
10Gemini 1.5 Flash57#618
11InternVL2-8B56.4#817
12MiniCPM-V-2.654.7#836
13Claude 3.5 Sonnet45.9#350
14Phi-4 Multimodal Instruct42.3#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 · How It Works · Data refreshed daily, snapshot 2026-10-20.