Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research

Bernard Koch, Emily Denton, Alex Hanna +1

Benchmark datasets play a central role in the organization of machine learning research. They coordinate researchers around shared research problems and serve as a measure of progr…