Mahal Systems

Overview › Benchmark catalog

BEARCUBS

Fits multimodal browsing agents; borrow the rule that each question has one short, unambiguous answer plus a human-validated trajectory.

What it asks the agent to do

  • find a short factual answer that needs live browsing
  • watch a video or play a web game to extract the answer
  • navigate a 3D or interactive page

What to borrow from it

case templatebaseline

Caveats

Tiny; questions are swapped out when contaminated so scores move; non-commercial license; top score 65.8 percent versus 84.7 for humans.

Details

Workloadsweb browsing, research, knowledge qa
Interactionsingle turn
Environmentbrowser
End state checkedNo
Toolslive web browsing with screenshots
Gradingexact match
Size111
Datareal public
Personal datanone
LicenseCC-BY-NC-ND-4.0
Harnessnone
Statusactive

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