@article{medcalbenchacomprehensivebenchmarkoncold, title = {MedCAL-Bench: A Comprehensive Benchmark on Cold-Start Active Learning with Foundation Models for Medical Image Analysis}, author = {Ning Zhu and Xiaochuan Ma and Shaoting Zhang and Guotai Wang}, year = {2025}, eprint = {2508.03441}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.03441}, }