@article{benchmarkingimageembeddingsforecommerce, title = {Benchmarking Image Embeddings for E-Commerce: Evaluating Off-the Shelf Foundation Models, Fine-Tuning Strategies and Practical Trade-offs}, author = {Urszula Czerwinska and Cenk Bircanoglu and Jeremy Chamoux}, year = {2025}, eprint = {2504.07567}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.07567v1}, }