Mahal Systems

Overview › Benchmark catalog

Mind2Web

Fits teams training or testing step-level action prediction on real site layouts. Borrow the cross-task / cross-website / cross-domain split design.

What it asks the agent to do

  • predict the next click, type or select action on a real website page
  • follow a multi-step instruction across pages (travel, shopping, government, entertainment)
  • generalize to unseen websites and domains

What to borrow from it

case templatetaxonomybaseline

Caveats

Offline replay of recorded pages only, so no real execution or end-state check; pages are 2023 snapshots; size is train 1009 plus test 1341 as listed in the repo.

Details

Workloadsweb browsing, shopping, travel, general assistant
Interactionsingle turn
Environmentstatic
End state checkedNo
Toolspage snapshot (HTML)
Gradingexact match
Size2,350
Datareal scraped
Personal datapossible
LicenseCC-BY-4.0
Harnessinspect_evals, own repo
Statusactive

Links