The point:

We are an enthusiastic group of students trying to put in our two cents into the fast developing fields of Artificial Intelligence (AI) and Machine Learning (ML). ... One space we believe is currently not covered is that of an easily consultable repository for state of the art, quantifiable results across tasks. ... The main source of data is the community that can upload the relevant results of their field! We have further aggregated data from reading (a lot) of articles, from scraping the web, and from several existing datasets and websites. A portion of our dataset came from the Electronic Frontier Foundation’s "Measuring the Progress of AI Research."

Kudos for the effort. I wish more areas had something like this.