UI Polishing on UIPolish Real
85VLM ScoreGPT-5
Evaluation Results
| Method | Links | |
|---|---|---|
| GPT-5Access=Closed-source VLM2025.11 | 85 | |
| Claude-4-5-Sonnet-thinkingAccess=Closed-source VLM2025.11 | 81 | |
| UI2CodeN-9B-RLTraining=RL2025.11 | 80 | |
| Claude-4-Sonnet-thinkingAccess=Closed-source VLM2025.11 | 78 | |
| UI2CodeN-9B-SFTTraining=SFT2025.11 | 76 | |
| Claude-3.7-Sonnet-thinkingAccess=Closed-source VLM2025.11 | 75 | |
| Gemini-2.5-proAccess=Closed-source VLM2025.11 | 74 | |
| o4-miniAccess=Closed-source VLM2025.11 | 65 | |
| Doubao-1.6-thinking-250715Access=Closed-source VLM2025.11 | 61 | |
| Doubao-1.5-thinking-visionAccess=Closed-source VLM2025.11 | 51 | |
| Qwen3-VL-32B-InstructAccess=Open-source VLM2025.11 | 46 | |
| GLM-4.1V-9B-ThinkingAccess=Open-source VLM2025.11 | 42 | |
| Qwen3-VL-8B-ThinkingAccess=Open-source VLM2025.11 | 32.1 | |
| GPT-4oAccess=Closed-source VLM2025.11 | 26 | |
| Qwen2.5-VL-72BAccess=Open-source VLM2025.11 | 23 | |
| MiMo-VL-7B-SFTAccess=Open-source VLM2025.11 | 17 | |
| Gemini-2.5-flashAccess=Closed-source VLM2025.11 | 17 | |
| MiMo-VL-7B-RLAccess=Open-source VLM2025.11 | 16 | |
| Kimi-VL-A3B-InstructAccess=Open-source VLM2025.11 | 14 | |
| Kimi-VL-A3B-ThinkingAccess=Open-source VLM2025.11 | 14 | |
| Qwen2.5-VL-7BAccess=Open-source VLM2025.11 | 11 | |
| InternVL3-78BAccess=Open-source VLM2025.11 | 10 | |
| InternVL3-9BAccess=Open-source VLM2025.11 | 4 |