On Benchmark Hacking in ML Contests: Modeling, Insights and Design
arXiv:2604.22230v1 Announce Type: cross
Abstract: Benchmark hacking refers to tuning a machine learning model to score highly on certain evaluation criteria without improving true generalization or faithfully solving the intended problem. We study thi…