ChartFI: Benchmarking Faithfulness and Insightfulness of Chart Descriptions from Multimodal Large Language Models. - Fen Wang; Zekai Shao 001; Qiman Kang; Chunran Hu; Zhixuan Zhang; Lexu Xie; Chao Liu; Siming Chen 001 (CoRR, 2026)