[CVPR 2026]Beyond Multiple Choice: Verifiable OpenQA for Robust Vision-Language RFT Yesheng Liu, H Li, H Xu, B Pei, J Wang, M Zhao, J Zheng, Z He, JG Yao, B Qin, … 2025.

[CVPR 2026]Do Vision-Language Models Measure Up? Benchmarking Visual Measurement Reading with MeasureBench F Lin, Yesheng Liu, H Xu, C Yue, Z He, M Zhao, MH Chen, J Liu, JG Yao, X Yang. 2025.

[ICLR 2026] ToolWeaver: Weaving Collaborative Semantics for Scalable Tool Use in Large Language Models Bowen Fang, Wen Ye, Yunyue Su, Jinghao Zhang, Qiang Liu, Yesheng Liu, Xin Sun, Shu Wu, Jiabing Yang, Baole Wei, Liang Wang.

[NeurIPS 2025] FlagEval Findings Report: A Preliminary Evaluation of Large Reasoning Models on Automatically Verifiable Textual and Visual Questions B Qin, C Yue, F Yin, H Wang, JG Yao, J Liu, JS Zheng, MH Chen, R Xuan, … 2025.

[ACL 2025] FlagEvalMM: A flexible framework for comprehensive multimodal model evaluation Z He, Yesheng Liu, J Zheng, X Li, JG Yao, B Qin, R Xuan, X Yang. 2025.