@article{criticalchallengesandguidelinesin, title = {Critical Challenges and Guidelines in Evaluating Synthetic Tabular Data: A Systematic Review}, author = {Nazia Nafis and Inaki Esnaola and Alvaro Martinez-Perez and Maria-Cruz Villa-Uriol and Venet Osmani}, year = {2025}, eprint = {2504.18544}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.18544v1}, }