Title
Benchmarking Vision Language Models on German Factual Data René Peinl Vincent Tischler CoGe 165 1 0 15 Apr 2025
PM4Bench: A Parallel Multilingual Multi-Modal Multi-task Benchmark for Large Vision Language Model Junyuan Gao Jiahe Song Jinlin Wu Runchuan Zhu Guanlin Shen ... Weijia Li Bin Wang Dahua Lin Lijun Wu Conghui He 133 1 0 24 Mar 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 221 17 0 05 Feb 2025
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages Ashmal Vayani Dinura Dissanayake Hasindri Watawana Noor Ahsan Nevasini Sasikumar ... Monojit Choudhury Ivan Laptev Mubarak Shah Salman Khan Fahad A Khan 249 16 0 25 Nov 2024
Putting GPT-4o to the Sword: A Comprehensive Evaluation of Language, Vision, Speech, and Multimodal Proficiency Sakib Shahriar Brady Lund Nishith Reddy Mannuru Muhammad Arbab Arshad Kadhim Hayawi Ravi Varma Kumar Bevara Aashrith Mannuru Laiba Batool LM&MA MLLM ELM 112 60 0 19 Jun 2024
EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models Rocktim Jyoti Das Simeon Emilov Hristov Haonan Li Dimitar Iliyanov Dimitrov Ivan Koychev Preslav Nakov CoGe ELM 116 17 0 15 Mar 2024
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks Jing Yu Koh Robert Lo Lawrence Jang Vikram Duvvur Ming Chong Lim Po-Yu Huang Graham Neubig Shuyan Zhou Ruslan Salakhutdinov Daniel Fried 123 0 0 24 Jan 2024
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 316 960 0 27 Nov 2023
CogVLM: Visual Expert for Pretrained Language Models Weihan Wang Qingsong Lv Wenmeng Yu Wenyi Hong Ji Qi ... Bin Xu Juanzi Li Yuxiao Dong Ming Ding Jie Tang VLM MLLM 160 517 0 06 Nov 2023
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts Pan Lu Hritik Bansal Tony Xia Jiacheng Liu Chun-yue Li Hannaneh Hajishirzi Hao Cheng Kai-Wei Chang Michel Galley Jianfeng Gao LRM MLLM 136 669 0 03 Oct 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 273 1,919 0 28 Sep 2023
CMB: A Comprehensive Medical Benchmark in Chinese Xidong Wang Guiming Hardy Chen Dingjie Song Zhiyi Zhang Zhihong Chen ... Feng Jiang Jianquan Li Xiang Wan Benyou Wang Haizhou Li LM&MA ELM AI4MH 91 91 0 17 Aug 2023
SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension Bohao Li Rui Wang Guangzhi Wang Yuying Ge Yixiao Ge Ying Shan MLLM ELM 128 572 0 30 Jul 2023
MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models Chaoyou Fu Peixian Chen Yunhang Shen Yulei Qin Mengdan Zhang ... Xiawu Zheng Ke Li Xing Sun Zhenyu Qiu Rongrong Ji ELM MLLM 150 859 0 23 Jun 2023
CMMLU: Measuring massive multitask language understanding in Chinese Haonan Li Yixuan Zhang Fajri Koto Yifei Yang Hai Zhao Yeyun Gong Nan Duan Tim Baldwin ALM ELM 116 273 0 15 Jun 2023
M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models Wenxuan Zhang Sharifah Mahani Aljunied Chang Gao Yew Ken Chia Lidong Bing ELM 126 87 0 08 Jun 2023
M $^3$ IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning Lei Li Yuwei Yin Shicheng Li Liang Chen Peiyi Wang ... Yazheng Yang Jingjing Xu Xu Sun Lingpeng Kong Qi Liu MLLM VLM 86 120 0 07 Jun 2023
Evaluating Object Hallucination in Large Vision-Language Models Yifan Li Yifan Du Kun Zhou Jinpeng Wang Wayne Xin Zhao Ji-Rong Wen MLLM LRM 331 815 0 17 May 2023
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models Yuzhen Huang Yuzhuo Bai Zhihao Zhu Junlei Zhang Jinghan Zhang ... Yikai Zhang Jiayi Lei Yao Fu Maosong Sun Junxian He ELM LRM 119 552 0 15 May 2023
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning Wenliang Dai Junnan Li Dongxu Li A. M. H. Tiong Junqi Zhao Weisheng Wang Boyang Albert Li Pascale Fung Steven C. H. Hoi MLLM VLM 168 2,101 0 11 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,827 0 15 Mar 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.6K 13,520 0 27 Feb 2023
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 251 369 0 06 Oct 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 292 1,301 0 20 Sep 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 923 9,784 0 28 Jan 2022
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 156 1,565 0 18 Mar 2021
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika Basel Alomair Jacob Steinhardt ELM RALM 199 4,580 0 07 Sep 2020
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 372 3,274 0 02 Dec 2016
A Diagram Is Worth A Dozen Images Aniruddha Kembhavi M. Salvato Eric Kolve Minjoon Seo Hannaneh Hajishirzi Ali Farhadi 3DV 103 505 0 24 Mar 2016