We construct a geologic map benchmark, GeoMap-Bench, to evaluate the performance of MLLMs on geologic map understanding across different abilities, the overview of it is as shown in below Table.

  Property
  Description




  Source
  USGS(English)


  CGS(Chinese)


  Content
  Image-question pair… See the full description on the dataset page: https://huggingface.co/datasets/microsoft/PEACE.