OpenVLM MMT-Bench - VPU: leaderboard

The "VPU" 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
1InternVL3-14B95#505
2GPT-4.1 Mini92.5#355
3InternVL3-38B92.5#405
4InternVL3-78B92.4#352
5GPT-4.1 (2025-04-14)90#250
6Qwen 2 VL 72B89.9#460
7Qwen 2.5 VL 7B87.4#643
8InternVL3-8B84.9#620
9Claude 3.5 Sonnet84.9#350
10Qwen 2 VL 7B84.7#750
11Gemini 1.5 Flash84.7#618
12Llama 3.2 90B Vision Instruct82.4#622
13Gemini 1.5 Pro82.2#445
14Llama 3.2 11B Instruct79.9#1126
15Claude 3.7 Sonnet79.7#249

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