GUI Grounding on MMBench GUI
88.62AccuracyvLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| vLLMBase Model=MAI-UI-8B2026.05 | 88.62 | 1.2 | |
| ZoomOnceSize=4B2026.06 | 87.6 | — | |
| AQuaUIBase Model=MAI-UI-8B2026.05 | 87.51 | 1.09 | |
| AQuaUIBase Model=Qwen3-VL-32B-Instruct2026.05 | 87.31 | 1.33 | |
| vLLMBase Model=Qwen3-VL-32B-Instruct2026.05 | 87.15 | 1.51 | |
| vLLMBase Model=GUI-Owl-1.5-32B-Instruct2026.05 | 87.15 | 1.5 | |
| AQuaUIBase Model=GUI-Owl-1.5-32B-Instruct2026.05 | 86.53 | 1.3 | |
| Qwen3-VLSize=32B2026.06 | 85.3 | — | |
| MAI-UISize=4B2026.06 | 85 | — | |
| vLLMBase Model=Qwen3-VL-8B-Instruct2026.05 | 84.31 | 0.86 | |
| AQuaUIBase Model=Qwen3-VL-8B-Instruct2026.05 | 83.28 | 0.77 | |
| UI-InsSize=7B2026.06 | 83.1 | — | |
| GUI-OwlSize=32B2026.06 | 83 | — | |
| vLLMBase Model=MAI-UI-2B2026.05 | 82.64 | 0.57 | |
| vLLMBase Model=GUI-Owl-1.5-8B-Instruct2026.05 | 82.61 | 1.08 | |
| AQuaUIBase Model=GUI-Owl-1.5-8B-Instruct2026.05 | 81.86 | 0.97 | |
| AQuaUIBase Model=MAI-UI-2B2026.05 | 81.44 | 0.58 | |
| Qwen3-VLSize=8B2026.06 | 81.3 | — | |
| InfiGUI-G1Size=7B2026.06 | 80.8 | — | |
| GUI-OwlSize=7B2026.06 | 80.5 | — | |
| UI-VenusSize=7B2026.06 | 79.9 | — | |
| GUI-G2Size=7B2026.06 | 78.8 | — | |
| GTA1Size=7B2026.06 | 78.5 | — | |
| SE-GUISize=7B2026.06 | 76.6 | — | |
| GUI-ActorSize=7B2026.06 | 76.5 | — | |
| UI-TARS-DPOSize=72B2026.06 | 74.3 | — | |
| vLLMBase Model=Qwen3-VL-2B-Instruct2026.05 | 73.34 | 0.5 | |
| AQuaUIBase Model=Qwen3-VL-2B-Instruct2026.05 | 71.56 | 0.52 | |
| UGroundSize=7B2026.06 | 65.7 | — | |
| UI-TARS-1.5Size=7B2026.06 | 64.3 | — | |
| AguvisSize=7B2026.06 | 45.7 | — | |
| OS-AtlasSize=7B2026.06 | 41.4 | — |