OpenVLM MMMU - Marketing: leaderboard

OpenCompass OpenVLM MMMU validation subcategory score for visual college-level questions in marketing.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 284 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4.1 (2025-04-14)96.7#250
2GPT-5 Mini (2025-08-07)96.7#172
3GPT-593.3#98
4GPT-5 Nano93.3#425
5InternVL3-38B93.3#405
6GPT-4.590#274
7GPT-4.1 Mini86.7#355
8Gemini 2.0 Flash86.7#342
9InternVL3-78B86.7#352
10Claude 3.7 Sonnet86.7#249
11InternVL2.5-78B86.7#431
12GPT-4o ChatGPT86.7
13Claude 3.5 Sonnet (20241022)83.3#291
14Gemini 1.5 Pro (002)83.3#349
15InternVL3-14B83.3#505

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmmu-marketing · How It Works · Data refreshed daily, snapshot 2026-10-20.