@article{shuo2026,
title = {Do MLLMs Really Understand Space? A Mathematical Spatial Reasoning Evaluation},
author = {Lu, Shuo and Cheng, Jianjie and Xu, Yinuo and Yu, Yongcan and Sheng, Lijun and Wang, Peijie and Jiang, Siru and Hu, Yongguan and He, Lingxiao and Wang, Meng and Xie, Qianlong and Wang, Xingxing and He, Ran and Liang, Jian},
journal = {Findings of the Association for Computational Linguistics: EMNLP 2026},
year = {2026},
month = {Jan},
doi = {10.18653/2026.findings-emnlp.1292},
url = {https://doi.org/10.18653/2026.findings-emnlp.1292},
}
Lu, Shuo et al. (2026). Do MLLMs Really Understand Space? A Mathematical Spatial Reasoning Evaluation. Findings of the Association for Computational Linguistics: EMNLP 2026. https://doi.org/10.18653/2026.findings-emnlp.1292
Lu, Shuo, et al.. "Do MLLMs Really Understand Space? A Mathematical Spatial Reasoning Evaluation." Findings of the Association for Computational Linguistics: EMNLP 2026, 2026, https://doi.org/10.18653/2026.findings-emnlp.1292.
Lu, Shuo, et al.. "Do MLLMs Really Understand Space? A Mathematical Spatial Reasoning Evaluation." Findings of the Association for Computational Linguistics: EMNLP 2026 (2026). https://doi.org/10.18653/2026.findings-emnlp.1292
Lu, Shuo et al., 2026. Do MLLMs Really Understand Space? A Mathematical Spatial Reasoning Evaluation. Findings of the Association for Computational Linguistics: EMNLP 2026. Available at: <https://doi.org/10.18653/2026.findings-emnlp.1292>.
TY - JOUR
TI - Do MLLMs Really Understand Space? A Mathematical Spatial Reasoning Evaluation
AU - Lu, Shuo
AU - Cheng, Jianjie
AU - Xu, Yinuo
AU - Yu, Yongcan
AU - Sheng, Lijun
AU - Wang, Peijie
AU - Jiang, Siru
AU - Hu, Yongguan
AU - He, Lingxiao
AU - Wang, Meng
AU - Xie, Qianlong
AU - Wang, Xingxing
AU - He, Ran
AU - Liang, Jian
PY - 2026
JO - Findings of the Association for Computational Linguistics: EMNLP 2026
DO - 10.18653/2026.findings-emnlp.1292
UR - https://doi.org/10.18653/2026.findings-emnlp.1292
ER -