VMMU - Driving Test: leaderboard
VMMU's questions from the official Vietnamese driving-licence exam, including traffic-scene images, given as rendered page images; accuracy, higher is better.
Metric: Accuracy (%) on the VMMU Driving Test questions (Vietnamese page-image multiple choice); higher is better. Source: arxiv.org. Saturation forecast: Around February 2027. 17 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3 Pro | 91.28 | #137 |
| 2 | GPT-5 (Medium) | 75.2 | #167 (GPT-5) |
| 3 | O3 (Medium) | 74.66 | #228 (O3) |
| 4 | Claude Opus 4.6 (Thinking) | 73.84 | #102 (Claude Opus 4.6) |
| 5 | Gemini 2.5 Flash | 71.39 | #453 |
| 6 | GPT-4.1 | 66.21 | #495 |
| 7 | Claude Sonnet 4 | 58.04 | #400 |
| 8 | Qwen 2.5 VL 32B Instruct | 54.5 | #1053 |
| 9 | Llama 4 Maverick | 53.95 | #1099 |
| 10 | Qwen 2.5 VL 72B Instruct | 53.95 | #846 |
| 11 | Llama 4 Scout | 49.05 | #1776 |
| 12 | Mistral Medium 3 | 45.78 | #1073 |
| 13 | Gemma 3 27B | 43.87 | #1631 |
| 14 | Gemma 3 4B | 40.6 | #5064 |
| 15 | Mistral Small 3.2 | 39.78 | #1591 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=vmmu-driving-test · How It Works · Data refreshed daily, snapshot 2026-11-13.