OpenVLM MMT-Bench - Humanities and Social Science: leaderboard

The "Humanities and Social Science" subtask of OpenVLM MMT-Bench. OpenCompass OpenVLM evaluation of MMT-Bench: multimodal tasks covering visual recognition, localization, OCR, counting, relation reasoning, visual math, and hallucination detection.

Metric: Score (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 207 models tracked.

Top models

#ModelScoreOverall rank
1InternVL3-78B72.7#352
2GPT-4.1 (2025-04-14)72.7#250
3Claude 3.7 Sonnet72.7#249
4Qwen 2 VL 72B72.7#460
5Llama 3.2 11B Instruct72.7#1126
6InternVL3-8B63.6#620
7MiniCPM-V-2.663.6#836
8Qwen 2 VL 7B63.6#750
9InternVL3-14B63.6#505
10Gemma 3 27B63.6#607
11Pixtral-12B63.6#808
12Gemini 1.5 Pro63.6#445
13Aquila-VL-2B63.6#1238
14Claude 3.5 Sonnet63.6#350
15Gemma 3 12B63.6#671

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

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-humanities-and-social-science · How It Works · Data refreshed daily, snapshot 2026-10-20.