When choosing among the many academic papers to read, I find a nice heuristic is to pick a paper that performs well on publicly available standardized datasets. So I was happy to come across this webpage that tracks what the state-of-the-art classification methods are for some well known computer vision datsets.
Check it out here:
http://rodrigob.github.io/are_we_there_yet/build/classification_datasets_results.html