@inproceedings{countsbenchmarkingobjectdetectorsand, title = {COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts}, author = {Jiansheng Li and Xingxuan Zhang and Hao Zou and Yige Guo and Renzhe Xu and Yilong Liu and Chuzhao Zhu and Yue He and Peng Cui}, year = {2025}, booktitle = {CVPR 2025 1}, eprint = {2504.10158}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.10158v1}, }