VT-Bench DVM-Car QA - Row Localization: leaderboard
Metric: Exact-match accuracy (%; give the index of the table row that matches the car in the image; 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) | 95.33 |
| 2 | GLM-4.1V-9B (Thinking) | 75.11 |
| 3 | GPT-4.1 | 73 |
| 4 | Qwen 3 VL 8B Instruct | 67.56 |
| 5 | Qwen 3 VL 8B (Thinking) | 61.33 |
| 6 | Pixtral-12B | 52.89 |
| 7 | InternVL3-8B | 45.67 |
| 8 | Llama 3.2 11B Instruct | 41.89 |
Interactive version: theaggregate.ai/benchmark?slug=vt-bench-dvm-car-qa-row-localization · How It Works · Data refreshed daily, snapshot 2026-09-26.