Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2610.02617.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

WebUIProof is an execution-oriented benchmark for WebUI code generation that uses a UI-agent harness with a plan–act–observe loop to run dense, executable interaction tests in headless browsers across general WebUIs and 3D simulations. Evaluations on 8 commercial LLMs reveal frequent interaction failures; RL training on these signals improves compact models.

Offers a concrete, reproducible harness for testing generated UIs at the interaction level rather than only build success, plus usable training signals for small open models.

Cited by

No citations on record.