MMTableBench: A Multi-level Multimodal Benchmark for Reasoning and Layout Complexity in Table QA.

@inproceedings{wu-2026-mmtablebench, author = {Xianjie Wu and Xiaohang Xu and Tingyu Jiang and Jian Yang and Di Liang and Xianfu Cheng and Zhenhe Wu and Linzheng Chai and Wei Zhang and Jiaheng Liu and Ge Zhang and Bob Simons and Tongliang Li and Zhoujun Li}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{MMTableBench: A Multi-level Multimodal Benchmark for Reasoning and Layout Complexity in Table QA}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {3881--3892}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792367}, doi = {https://doi.org/10.1145/3774904.3792367} }