PDC 2020

PDC 2020 is the 2020 edition of the Process Discovery Contest, and it consists of two contests: An automated contest followed by a manual contest.

Automated contest

The aim for the automated contest is to show the current state of the art in the discovery algorithms. For this reason, one should submit a working implementation of the algorithm. To make this a bit easier, we have implemented 8 example discovery algorithms. These example algorithms do not participate in the contest, they only showcase how it can be done and what possible results are. If the authors of an example discovery algorithm want to compete with it, they should submit it.

Manual contest

The aim for the manual contest is to show the gap (if any) that exists between the results of the discovery algorithm and the results obtained by, say, humans. Of course, this also allows for fine-tuning the parameters of your discovery algorithm to the log at hand, which is not possible in the automated contest. As such, this may provide directions for future research.

Data set

For the automated contest, we generated a data set containing 192 logs.

These logs are not disclosed for the automated contest.

After the automated contest has run, we disclose the most complex log for the manual contest. The manual contest will use only this most complex log.


The winner for the automated contest is the submission with the highest average F-score over all 192 logs. The winner for the manual contest is the submission with the highest F-score for the most complex log. In case of a tie, the earlier submission wins.

This graph shows the F-score values for the 8 example discovery algorithms over all 192 test logs (left, for the automated contest) and over only the most complex test log (right, for the manual contest).


Both winners get their registration to the ICPM 2020 conference for free. If you are lucky enough win both contests, you get your registration, your flight, and your hotel (up to three nights) for free.

Important dates

  • August 17: Deadline for the automated contest
  • August 18: Disclosure of the most complex training and test logs
  • August 31: Deadline for the manual contest


  • Josep Carmona, Universitat Polit├Ęcnica de Catalunya (UPC), Spain
  • Beno├«t Depaire, Hasselt University, Belgium.
  • Eric Verbeek, Eindhoven University of Technology, The Netherlands

Any questions related to the contest can be directed to the organizers via process.discovery.contest@gmail.com.