OpenImplicit: Benchmarking Implicit Reasoning in MLLMs via Open-Ended Evaluation.

@inproceedings{li-2026-openimplicit, author = {Jidong Li and Xiaofei Yin and Ya Guo and Shuheng Zhou and Yi Tu and Haodong Zhao and Sufeng Duan and Gongshen Liu and Huijia Zhu}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{OpenImplicit: Benchmarking Implicit Reasoning in MLLMs via Open-Ended Evaluation}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {2305--2313}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810855}, doi = {https://doi.org/10.1145/3805622.3810855} }