Mahal Systems

Overview › Benchmark catalog

SWE-bench Multimodal

Fits agents that work on front-end or visualization code where the bug report is a picture. Borrow the way image inputs are attached to an otherwise text-only task.

What it asks the agent to do

  • fix a visual bug in a JavaScript library from an issue that includes a screenshot
  • read an image in an issue or test and change front-end code accordingly

What to borrow from it

case templategrading design

Caveats

JavaScript only, 17 libraries; the README says 480 tasks are runnable locally and the rest are a hidden split, so published numbers depend on which split was used.

Details

Workloadscoding
Interactionautonomous long horizon
Environmentcontainers
End state checkedYes
Toolsshell, file editor, image viewing
Gradingunit tests
Size617
Datareal public
Personal datapossible
LicenseMIT
Harnessown repo
Statusactive

Links