OpenVLM MMT-Bench - Person Re-Identification: leaderboard

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

Top models

#ModelScore
1InternVL3-78B100
2GPT-4.1 (2025-04-14)100
3GPT-4.1 Mini95
4InternVL3-38B95
5Gemini 1.5 Pro90
6Qwen 2 VL 72B85
7Claude 3.5 Sonnet85
8Grok 2 (1212)85
9Claude 3.7 Sonnet75
10Gemini 1.5 Flash75
11Pixtral-12B65
12InternVL3-8B60
13Llama 3.2 90B Vision Instruct60
14InternVL2-8B50
15Qwen 2 VL 7B50

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