ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing

ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing

17 May 2025

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Papers citing "ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing"

9 / 9 papers shown

Title
ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM Yujun Wang Jinhe Bi Yunpu Ma Soeren Pirk MLLM 39 0 0 17 Jun 2025
Enhancing Multimodal Continual Instruction Tuning with BranchLoRA Duzhen Zhang Yong Ren Zhong-Zhi Li Yahan Yu Jiahua Dong Chenxing Li Zhilong Ji Jinfeng Bai CLL 39 1 0 31 May 2025
Information-Theoretic Complementary Prompts for Improved Continual Text Classification Duzhen Zhang Yong Ren Chenxing Li Dong Yu Tielin Zhang CLL VLM 103 0 0 27 May 2025
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model Haiyang Guo Fanhu Zeng Ziwei Xiang Fei Zhu Da-Han Wang Xu-Yao Zhang Cheng-Lin Liu 120 3 0 17 Mar 2025
ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation Xuanle Zhao Xianzhen Luo Qi Shi Chong Chen Shuo Wang Wanxiang Che Zhiyuan Liu MLLM 139 12 0 11 Jan 2025
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback Fatemeh Pesaran Zadeh Juyeon Kim Jin-Hwa Kim Gunhee Kim ALM 126 5 0 05 Oct 2024
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation Cheng Yang Chufan Shi Yaxin Liu Bo Shui Junjie Wang ... Yuxiang Zhang Gongye Liu Xiaomei Nie Deng Cai Yujiu Yang MLLM LRM 109 26 0 14 Jun 2024
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning Renqiu Xia Bo Zhang Hancheng Ye Xiangchao Yan Qi Liu ... Min Dou Botian Shi Junchi Yan Junchi Yan Yu Qiao LRM 182 68 0 19 Feb 2024
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 181 698 0 14 Jun 2023