- Shouldn't you link to the arxiv page instead of the PDFs in case there's a revision?
- What about a column for "area" as well? Would be nice to scroll through and see what areas have made progress relative to others lately.
- Some sort of very brief mini-about/summary at the top of the main page wouldn't hurt. A tagline of some sort.
- Now I notice there's an About under the hamburger menu -- why not just display HOME and ABOUT instead of hiding them in a menu? You don't have enough menu options to need to hide them in a hamburger menu.
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.
For example, the best result on CIFAR-10 for density models that I know of is 2.85 bits per dim (PixelSNAIL) rather than 3.35 (Glow), and this is a year old. PixelCNN++ is well known, and got 2.92.
For classification on CIFAR-10, current SOTA is much better than the 2015 Fractional-MP result (which also used non-standard augmentation, so perhaps not directly comparable to the rest)
I agree that it's badly needed. There were other projects like this, that seem abandoned: http://rodrigob.github.io/are_we_there_yet/build/classificat...
This probably belongs on Wikipedia.
I already bought reproduciblepapers.com
However there is an issue with the pagination/navigation. I can't see the next items if there is more than 20.