@article{thebenchmarkingepistemologyconstructvali, title = {The Benchmarking Epistemology: Construct Validity for Evaluating Machine Learning Models}, author = {Timo Freiesleben and Sebastian Zezulka}, year = {2025}, eprint = {2510.23191}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.23191}, }