AutoGUI-v2 - Element Grounding (Functionality): leaderboard
Metric: Element grounding by functionality (what an interaction does) on 1,076 tasks, grounding center accuracy (%): the predicted point falls inside the ground-truth box; native resolution, the authors' tuned prompts; higher is better. Source: arxiv.org. Saturation forecast: Not forecast. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 VL 32B Instruct | 71.1 |
| 2 | Gemini 2.5 Pro | 67.7 |
| 3 | Qwen 3 VL 8B Instruct | 57.1 |
| 4 | uitars-1.5-7B | 54.1 |
| 5 | GLM-4.5V | 24.4 |
| 6 | Qwen 2 VL 7B Instruct | 12.2 |
| 7 | Claude Sonnet 4.5 | 6.6 |
| 8 | Step-3 | 5.4 |
| 9 | O3 | 4.6 |
| 10 | GPT-5 | 3.8 |
Interactive version: theaggregate.ai/benchmark?slug=autogui-v2-element-grounding-functionality · How It Works · Data refreshed daily, snapshot 2026-10-07.