OpenVLM MMT-Bench - Vehicle Recognition Leaderboard — The Aggregate

OpenVLM MMT-Bench - Vehicle Recognition — leaderboard

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

Top models

#	Model	Score
1	InternVL3-78B	100
2	InternVL2-8B	100
3	InternVL3-8B	100
4	Qwen 2 VL 72B	100
5	Qwen 2 VL 7B	100
6	InternVL3-38B	100
7	InternVL3-14B	100
8	Ovis2-8B	100
9	Aquila-VL-2B	100
10	MiniCPM-V-2.6	100
11	Claude 3.7 Sonnet	100
12	Gemma 3 27B	100
13	Gemma 3 12B	100
14	Gemini 1.5 Flash	100
15	Gemma 3 4B	100

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