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sudac/browser-world-models-webarena-reddit

browser-world-models: WebArena reddit transitions Browser state transitions collected by running the 106 official WebArena reddit tasks against a self-hosted, reproducible WebArena (Postmill) instance (rootless Apptainer on SLURM). Each row: before/after screenshots, the Set-of-Marks action between them, the task goal, and LLM-judge next-state labels in two target formats (free prose and a fixed CHANGED/NAV/CONTENT/UI/ERROR template). ~726 transitions / 110 trajectories / 1… See the full description on the dataset page: https://huggingface.co/datasets/sudac/browser-world-models-webarena-reddit.

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browser-world-models: WebArena reddit transitions

Browser state transitions collected by running the 106 official WebArena reddit tasks against a self-hosted, reproducible WebArena (Postmill) instance (rootless Apptainer on SLURM). Each row: before/after screenshots, the Set-of-Marks action between them, the task goal, and LLM-judge next-state labels in two target formats (free prose and a fixed CHANGED/NAV/CONTENT/UI/ERROR template).

  • ~726 transitions / 110 trajectories / 1 site (Postmill "reddit"), no-op rate ~0.49
  • Labels: gpt-4o-mini judge from (before, action, after); simulator trains on (before, action) -> label
  • Pipeline + training/eval code: https://github.com/photomz/browser-world-models (PR #4)
  • Companion pilot set (live web, 44 sites): sudac/browser-world-models-transitions

Collected 2026-06-10. Single-site reproducible complement to the live-web pilot set.