@article{supervisedfinetuningorcontrastivelearnin, title = {Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking}, author = {Ziqi Dai and Xin Zhang and Mingxin Li and Yanzhao Zhang and Dingkun Long and Pengjun Xie and Meishan Zhang and Wenjie Li and Min Zhang}, year = {2025}, eprint = {2510.14824}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.14824}, }