OpenVLM MMT-Bench - Traffic Sign Understanding — leaderboard
Metric: Score (%). Source: huggingface.co. 207 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 2 VL 7B | 100 |
| 2 | MiniCPM-V-2.6 | 95 |
| 3 | GPT-4.1 (2025-04-14) | 95 |
| 4 | GPT-4.1 Mini | 90 |
| 5 | InternVL3-38B | 90 |
| 6 | Qwen 2 VL 2B | 90 |
| 7 | InternVL3-14B | 90 |
| 8 | Ovis2-8B | 90 |
| 9 | Aquila-VL-2B | 90 |
| 10 | InternVL3-78B | 85 |
| 11 | InternVL3-8B | 85 |
| 12 | Qwen 2 VL 72B | 85 |
| 13 | GPT-4.1 Nano | 85 |
| 14 | Llama 3.2 11B Instruct | 85 |
| 15 | Grok 2 (1212) | 85 |
Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-traffic-sign-understanding · How the rankings work · Data refreshed daily, snapshot 2026-07-22.