Open Model Lab

March 2027: Multimodal / UI Understanding / Computer Use

Enter multimodal model work through screenshot and UI-understanding tasks.

Gate status

Month
2027-03
Status
planned
Report
UI Understanding Evaluation

Success criterion

The model's ability to understand visual interfaces is measured task-by-task.

Focus

  • Screenshot QA.
  • OCR + reasoning.
  • UI element grounding.
  • Visual hallucination.
  • Wrong UI inference failure modes.
  • Multimodal eval design for computer-use agents.

Expected outputs

  • multimodal_evals module.
  • UI understanding benchmark.
  • Report: how to measure UI understanding in multimodal agents.

End-of-month decision

Can the eval distinguish OCR success from actual UI reasoning?