VT-Bench DVM-Car QA: leaderboard
Metric: Exact-match accuracy (%; unweighted mean of the four DVM-Car QA tasks; a front-view car image paired with a 10-, 20- or 50-row vehicle table, zero-shot at temperature 0). Source: arxiv.org. Saturation forecast: Around December 2026. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash (Preview) | 72.28 |
| 2 | GPT-4.1 | 56.06 |
| 3 | GLM-4.1V-9B (Thinking) | 51.67 |
| 4 | Qwen 3 VL 8B Instruct | 41.36 |
| 5 | Pixtral-12B | 34.86 |
| 6 | InternVL3-8B | 27.31 |
| 7 | Llama 3.2 11B Instruct | 22.58 |
Interactive version: theaggregate.ai/benchmark?slug=vt-bench-dvm-car-qa · How It Works · Data refreshed daily, snapshot 2026-09-26.