UI-to-Code on Design2Code (test)
0.844CLIP SimilarityMLS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MLS2025.12 | 0.844 | 0.233 | 0.412 | 0.241 | 86.9 | |
| WebVIA-UI2CodeSetting=static2025.12 | 0.821 | 0.268 | 0.275 | 0.392 | 72.3 | |
| LayoutCoderStrategy=layout-guided UI2Code2025.12 | 0.818 | 0.271 | 0.262 | 0.398 | 71.5 | |
| WebSight-SightseerModel Type=HTML-focused finetuned VLM2025.12 | 0.812 | 0.279 | 0.241 | 0.409 | 69.7 | |
| DCGenStrategy=divide-and-conquer prompting2025.12 | 0.805 | 0.286 | 0.238 | 0.421 | 68.1 | |
| Direct MLLM PromptingMode=single-pass screenshot->code2025.12 | 0.781 | 0.312 | 0.214 | 0.467 | 62.4 |