@article{weneedtorethinkbenchmarkinginanomalydete, title = {We Need to Rethink Benchmarking in Anomaly Detection}, author = {Philipp Röchner and Simon Klüttermann and Kevin Kammler and Franz Rothlauf and Emmanuel Müller and Daniel Schlör}, year = {2025}, eprint = {2507.15584}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.15584}, }