Mahal Systems

Overview › Benchmark catalog

GAIA

Fits research-style assistants that must return one checkable answer. Borrow the short-answer exact-match format and the three difficulty levels.

What it asks the agent to do

  • answer a question that needs web browsing and several reasoning steps
  • read an attached file (spreadsheet, PDF, image, audio) to find the answer
  • combine facts from several sources into one short answer

What to borrow from it

grading designbaselinecase template

Caveats

Read-only question answering, no state changes; top agents now score high; answers to 300 test questions are private and the dataset is gated.

Details

Workloadsgeneral assistant, research, web browsing, knowledge qa
Interactionsingle turn
Environmentmixed
End state checkedNo
Toolsweb search, browser, file readers, code execution
Gradingexact match
Size466
Datareal public
Personal datanone
Licenseunknown
Harnessinspect_evals, hal, own repo
Statussaturated

Links