AutoGUI-v2 - Element Grounding (Appearance): leaderboard
Metric: Element grounding by appearance description on the AutoGUI-v2 elements, 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 | 80.7 |
| 2 | GLM-4.5V | 75.4 |
| 3 | Qwen 3 VL 8B Instruct | 69.5 |
| 4 | uitars-1.5-7B | 68.9 |
| 5 | Gemini 2.5 Pro | 55.5 |
| 6 | Qwen 2 VL 7B Instruct | 15 |
| 7 | Step-3 | 5.7 |
| 8 | O3 | 5.5 |
| 9 | Claude Sonnet 4.5 | 5.1 |
| 10 | GPT-5 | 4.8 |
Interactive version: theaggregate.ai/benchmark?slug=autogui-v2-element-grounding-appearance · How It Works · Data refreshed daily, snapshot 2026-10-07.