Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approaches

Nils Reimers, Iryna Gurevych

Developing state-of-the-art approaches for specific tasks is a major driving force in our research community. Depending on the prestige of the task, publishing it can come along wi…