Leaderboards

Use the table of contents to navigate to the leaderboards for the various tasks.

Leaderboards per task

• Prediction of logarithmic Henry coefficient for carbon dioxide (in-dataset)
  • Task description
  • Overview
  • Leaderboard
  • Models
• Prediction of logarithmic Henry coefficient for carbon dioxide (out-of-distribution)
  • Task description
  • Overview
  • Leaderboard
  • Models
• Prediction of the PBE bangap (in-dataset)
  • Task description
  • Overview
  • Leaderboard
  • Models
• Prediction of the methane deliverable capacity (in-dataset)
  • Task description
  • Overview
  • Leaderboard
  • Models

Contributing

You want your model to appear here? Then

1. Run the bench method for the task you want to contribute to.

2. Create a pull request with the json file produced by the bench method and fill the pull request template.

If you have a general-purpose model you might be interested in also submitting it to the matbench leaderboard. We’re currently investigating how to integrate the leaderboard into the matbench project.

If you have a modeling approach for a task that is not yet covered in the leaderboards, please open a new issue, and we’ll make sure to add it.

No benchmark for your problem?

Working on an ML problem for MOFs for which we do not have a benchmark? Please let us know and work together with us to create one! This will make it much easier for the community to build on top of your work!