@article{fugcbenchmarkingsemisupervisedlearningme,
  title = {FUGC: Benchmarking Semi-Supervised Learning Methods for Cervical Segmentation},
  author = {Jieyun Bai and Yitong Tang and Zihao Zhou and Mahdi Islam and Musarrat Tabassum and Enrique Almar-Munoz and Hongyu Liu and Hui Meng and Nianjiang Lv and Bo Deng and Yu Chen and Zilun Peng and Yusong Xiao and Li Xiao and Nam-Khanh Tran and Dac-Phu Phan-Le and Hai-Dang Nguyen and Xiao Liu and Jiale Hu and Mingxu Huang and Jitao Liang and Chaolu Feng and Xuezhi Zhang and Lyuyang Tong and Bo Du and Ha-Hieu Pham and Thanh-Huy Nguyen and Min Xu and Juntao Jiang and Jiangning Zhang and Yong Liu and Md. Kamrul Hasan and Jie Gan and Zhuonan Liang and Weidong Cai and Yuxin Huang and Gongning Luo and Mohammad Yaqub and Karim Lekadir},
  year = {2026},
  eprint = {2601.15572},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.15572},
}