GUI Perception and Reasoning on MPR-GUI-Bench EN
88.3AUKeye-VL-7B
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Keye-VL-7BModel Category=Open-source LVLMs2025.11 | 88.3 | 83.9 | 81.6 | 93.7 | 79 | 73.8 | 48 | 64 | 73.7 | |
| Qwen-2.5-VL-7B-InstructModel Category=Open-source LVLMs2025.11 | 86.1 | 89.4 | 86 | 93.4 | 86 | 81.6 | 96 | 72 | 87.1 | |
| Gemini-1.5-FlashModel Category=Close-source LVLMs2025.11 | 85 | 85.8 | 76.2 | 93.4 | 71.6 | 61.5 | 64 | 40 | 68.4 | |
| Gemini-2.5-ProModel Category=Close-source LVLMs2025.11 | 85 | 90.7 | 85 | 93.2 | 84.7 | 93.2 | 96 | 80 | 88 | |
| MiniCPM-o 2.6Model Category=Open-source LVLMs2025.11 | 83.9 | 83.6 | 81.6 | 91 | 77.9 | 84.4 | 84 | 64 | 79.6 | |
| Intern2.5VL-8BModel Category=Open-source LVLMs2025.11 | 81.2 | 89.9 | 79.5 | 92.1 | 82 | 82 | 80 | 44 | 75.2 | |
| CogAgent-9BModel Category=GUI Agents2025.11 | 63.8 | 78.1 | 63.8 | 81.9 | 52 | 40.8 | 44 | 36 | 54.6 |