OpenVLM MMT-Bench - MeViS: leaderboard

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

Top models

#ModelScore
1Gemma 3 12B50
2GPT-4.1 (2025-04-14)50
3InternVL3-78B40
4InternVL3-38B40
5Aquila-VL-2B40
6Claude 3.7 Sonnet40
7Grok 2 (1212)40
8Claude 3 Haiku40
9Llama 3.2 90B Vision Instruct40
10Qwen 2 VL 72B35
11Qwen 2 VL 7B35
12Qwen 2 VL 2B35
13GPT-4.1 Nano35
14InternVL2-8B30
15Pixtral-12B30

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-mevis · How It Works · Data refreshed daily, snapshot 2026-09-05.