SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure
Interpretation

SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation

14 May 2024

Jonathan Roberts

Papers citing "SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation"

10 / 10 papers shown

Title
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation Yue Yang Ajay Patel Matt Deitke Tanmay Gupta Luca Weihs ... Mark Yatskar Chris Callison-Burch Ranjay Krishna Aniruddha Kembhavi Christopher Clark SyDa 137 2 0 20 Feb 2025
Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks? Jonathan Roberts Kai Han Samuel Albanie LLMAG 353 0 0 07 Nov 2024
MANTIS: Interleaved Multi-Image Instruction Tuning Dongfu Jiang Xuan He Huaye Zeng Cong Wei Max Ku Qian Liu Wenhu Chen VLM MLLM 43 111 0 02 May 2024
Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models Lei Li Yuqi Wang Runxin Xu Peiyi Wang Xiachong Feng Lingpeng Kong Qi Liu 56 53 0 01 Mar 2024
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval Siwei Wu Yizhi Li Kang Zhu Ge Zhang Yiming Liang ... Wenhu Chen Wenhao Huang Noura Al Moubayed Jie Fu Chenghua Lin 56 13 0 24 Jan 2024
Generative Multimodal Models are In-Context Learners Quan-Sen Sun Yufeng Cui Xiaosong Zhang Fan Zhang Qiying Yu ... Yueze Wang Yongming Rao Jingjing Liu Tiejun Huang Xinlong Wang MLLM LRM 104 258 0 20 Dec 2023
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI Xiang Yue Yuansheng Ni Kai Zhang Tianyu Zheng Ruoqi Liu ... Yibo Liu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen OSLM ELM VLM 142 833 0 27 Nov 2023
FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback Ashish Singh Prateek R. Agarwal Zixuan Huang Arpita Singh Tong Yu Sungchul Kim Victor S. Bursztyn N. Vlassis Ryan Rossi 91 7 0 20 Jul 2023
Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare delivery Debadutta Dash Rahul Thapa Juan M. Banda Akshay Swaminathan Morgan Cheatham ... Garret K. Morris H. Magon M. Lungren Eric Horvitz N. Shah ELM LM&MA AI4MH 84 51 0 26 Apr 2023
SciCap: Generating Captions for Scientific Figures Ting-Yao Hsu C. Lee Giles Ting-Hao 'Kenneth' Huang 73 87 0 22 Oct 2021