OpenVLM MMT-Bench - Geometrical Perspective — leaderboard

Metric: Score (%). Source: huggingface.co. 207 models tracked.

Top models

#ModelScore
1Qwen 2 VL 2B91.7
2Ovis2-8B91.7
3InternVL3-8B83.3
4InternVL3-78B66.7
5InternVL3-38B66.7
6MiniCPM-V-2.666.7
7Gemini 1.5 Flash66.7
8Llama 3.2 90B Vision Instruct66.7
9InternVL2-8B58.3
10InternVL3-14B58.3
11Pixtral-12B58.3
12Claude 3.7 Sonnet58.3
13Gemma 3 27B58.3
14Grok 2 (1212)58.3
15Gemma 3 4B58.3

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-geometrical-perspective · How the rankings work · Data refreshed daily, snapshot 2026-07-22.