{"repo":"WebPAI/Interaction2Code","free":true,"listed":false,"github":"https://github.com/WebPAI/Interaction2Code","clone":"git clone https://github.com/WebPAI/Interaction2Code.git","description":"[ASE 2025] Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive Prototyping","language":"Python","stars":61,"topics":["ai4se","code-generation","mllm","web"],"license":null,"category":"dev-tools","readme_excerpt":"Interaction2Code: Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive Prototyping Interaction2Code is accepted by the 40th IEEE/ACM International Conference on Automated Software Engineering (ASE 2025) Quick links: Paper Project Page Benchmark Examples Dataset Download Hugging-face Leaderboard Code usage Demo Video Repository Organization This repository contains: 1. Dataset . The sample of our experiment data is available in /sample . We will release the full dataset as soon as the paper is published. 2. Codes . The code is available in /code , including the interactive webpage generation, metric calculation and annotation. 3. Human evaluation results The results of human evaluation are in /huamn evalauation . We will release the full human evaluation results as soon as the paper is published. 4. Demo video . In assets/video.mov Introduction Multimodal Large Language Models (MLLMs) have demonstrated remarkable performance on the design-to-code task, i.e., generating UI code from UI mock-ups. However, existing benchmarks only contain static web pages for evaluation and ignore the dynamic interaction, limiting the practicality, usability and user engagement of the generated webpages. To bridge these gaps, we present the first systematic investigation of MLLMs in generating interactive webpages. Specifically, we formulate the Interaction-to-Code task and establish the Interaction2Code benchmark, encompassing 127 unique webpages and 374 distinct interact","default_branch":null,"files":null,"tree":[],"storefront":"/r/WebPAI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/WebPAI/Interaction2Code/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}