@article{anevaluationofrepresentationlearningmeth, title = {An Evaluation of Representation Learning Methods in Particle Physics Foundation Models}, author = {Michael Chen and Raghav Kansal and Abhijith Gandrakota and Zichun Hao and Jennifer Ngadiuba and Maria Spiropulu}, year = {2025}, eprint = {2511.12829}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.12829}, }