OpenVLM MMT-Bench - Vehicle Retrieval — leaderboard

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

Top models

#ModelScore
1InternVL3-8B95
2InternVL3-14B95
3InternVL3-78B90
4Ovis2-8B90
5InternVL3-38B85
6Gemini 1.5 Flash85
7Gemini 1.5 Pro80
8Claude 3.5 Sonnet80
9GPT-4.1 (2025-04-14)80
10GPT-4.1 Mini75
11Qwen 2 VL 72B75
12MiniCPM-V-2.675
13Grok 2 (1212)75
14Pixtral-12B70
15InternVL2-8B65

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