OpenVLM MMT-Bench - VC: leaderboard

The "VC" 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
1InternVL3-38B93#405
2GPT-4.1 (2025-04-14)93#250
3Qwen 2 VL 72B93#460
4InternVL3-78B92.4#352
5InternVL3-14B89.2#505
6Llama 3.2 90B Vision Instruct89.1#622
7Grok 2 (1212)88.1#496
8InternVL3-8B87.2#620
9InternVL2-8B85.5#817
10Pixtral-12B84.8#808
11Qwen 2 VL 7B84.1#750
12MiniCPM-V-2.683.5#836
13Gemini 1.5 Flash83.4#618
14Gemini 1.5 Pro81.6#445
15Qwen 2.5 VL 7B80.9#643

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