VT-Bench DVM-Car QA - Attribute Retrieval: leaderboard
Metric: Exact-match accuracy (%; read a specified attribute of the target car's row; zero-shot at temperature 0). Source: arxiv.org. Saturation forecast: Estimated already saturated. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash (Preview) | 93 |
| 2 | GPT-4.1 | 88.44 |
| 3 | GLM-4.1V-9B (Thinking) | 69 |
| 4 | Pixtral-12B | 62 |
| 5 | Qwen 3 VL 8B (Thinking) | 57.33 |
| 6 | Qwen 3 VL 8B Instruct | 49.78 |
| 7 | InternVL3-8B | 33.89 |
| 8 | Llama 3.2 11B Instruct | 24.89 |
Interactive version: theaggregate.ai/benchmark?slug=vt-bench-dvm-car-qa-attribute-retrieval · How It Works · Data refreshed daily, snapshot 2026-09-26.