@article{llmmeetsscenegraphcanlargelanguage, title = {LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study}, author = {Dongil Yang and Minjin Kim and Sunghwan Kim and Beong-woo Kwak and MinJun Park and Jinseok Hong and Woontack Woo and Jinyoung Yeo}, year = {2025}, eprint = {2505.19510}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.19510v1}, }