GUI Grounding on UI-Vision (Accuracy, Latency)
40.45AccuracyvLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| vLLMBase Model=MAI-UI-8B2026.05 | 40.45 | 0.94 | |
| AQuaUIBase Model=MAI-UI-8B2026.05 | 39.82 | 0.89 | |
| vLLMBase Model=GUI-Owl-1.5-32B-Instruct2026.05 | 37.45 | 1.29 | |
| vLLMBase Model=GUI-Owl-1.5-8B-Instruct2026.05 | 37.27 | 0.92 | |
| AQuaUIBase Model=GUI-Owl-1.5-8B-Instruct2026.05 | 36.72 | 0.83 | |
| AQuaUIBase Model=GUI-Owl-1.5-32B-Instruct2026.05 | 36.72 | 1.11 | |
| vLLMBase Model=Qwen3-VL-32B-Instruct2026.05 | 36.17 | 1.35 | |
| AQuaUIBase Model=Qwen3-VL-32B-Instruct2026.05 | 35.96 | 1.23 | |
| vLLMBase Model=MAI-UI-2B2026.05 | 29.99 | 0.41 | |
| AQuaUIBase Model=MAI-UI-2B2026.05 | 29.57 | 0.43 | |
| vLLMBase Model=Qwen3-VL-8B-Instruct2026.05 | 27.78 | 0.63 | |
| AQuaUIBase Model=Qwen3-VL-8B-Instruct2026.05 | 27.72 | 0.58 | |
| vLLMBase Model=Qwen3-VL-2B-Instruct2026.05 | 15.24 | 0.38 | |
| AQuaUIBase Model=Qwen3-VL-2B-Instruct2026.05 | 15.06 | 0.41 |