Title
AutoV: Learning to Retrieve Visual Prompt for Large Vision-Language Models Yuan Zhang Chun-Kai Fan Tao Huang Ming Lu Sicheng Yu Junwen Pan Kuan Cheng Qi She Shanghang Zhang VLM LRM 21 0 0 19 Jun 2025
VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Jiashuo Yu Y. Wu Meng Chu Zhifei Ren Z. Huang ... Conghui He Yu Qiao Yali Wang Yi Wang L. Wang LRM 119 0 0 12 Jun 2025
Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs Qizhe Zhang Mengzhen Liu Lichen Li Ming Lu Yuan Zhang Junwen Pan Qi She Shanghang Zhang VLM 130 0 0 12 Jun 2025
Synthetic Visual Genome J. S. Park Zixian Ma Linjie Li Chenhao Zheng Cheng-Yu Hsieh ... Quan Kong Norimasa Kobori Ali Farhadi Yejin Choi Ranjay Krishna 23 0 0 09 Jun 2025
Writing-Zero: Bridge the Gap Between Non-verifiable Tasks and Verifiable Rewards Xun Lu Yunyi Yang Yongbo Gai Kai Luo Shihao Huang Jianhe Lin Xiaoxi Jiang Guanjun Jiang 57 0 0 30 May 2025
Benchmarking Abstract and Reasoning Abilities Through A Theoretical Perspective Qingchuan Ma Yuhang Wu Xiawu Zheng Rongrong Ji 41 0 0 28 May 2025
GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains C. Wang Xiaoran Pan Zihao Pan Haofan Wang Yiren Song LRM 152 0 0 24 May 2025
Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM Penghao Wu Lewei Lu Ziwei Liu 131 0 0 21 May 2025
Exploring the Limits of Vision-Language-Action Manipulations in Cross-task Generalization Jiaming Zhou Ke Ye Jiayi Liu Teli Ma Zifang Wang Ronghe Qiu Kun-Yu Lin Zhilin Zhao Junwei Liang 120 2 0 21 May 2025
RM-R1: Reward Modeling as Reasoning Xiusi Chen Gaotang Li Zehua Wang Bowen Jin Cheng Qian ... Yu Zhang D. Zhang Tong Zhang Hanghang Tong Heng Ji ReLM OffRL LRM 393 21 0 05 May 2025
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark Enxin Song Wenhao Chai Weili Xu Jianwen Xie Yuxuan Liu Gaoang Wang 124 6 0 20 Apr 2025
Large Language Models in Numberland: A Quick Test of Their Numerical Reasoning Abilities Roussel Rahman ReLM ELM LRM 88 1 0 31 Mar 2025
InternVL-X: Advancing and Accelerating InternVL Series with Efficient Visual Token Compression Dongchen Lu Yuyao Sun Zilu Zhang Leping Huang Jianliang Zeng Mao Shu Huo Cao 140 4 0 27 Mar 2025
Reasoning Beyond Limits: Advances and Open Problems for LLMs M. Ferrag Norbert Tihanyi Merouane Debbah ELM OffRL LRM AI4CE 429 4 0 26 Mar 2025
MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning Yiwei Ma Guohai Xu Xiaoshuai Sun Jiayi Ji Jie Lou Debing Zhang Rongrong Ji 230 2 0 26 Mar 2025
Transformers without Normalization Jiachen Zhu Xinlei Chen Kaiming He Yann LeCun Zhuang Liu OffRL ViT 160 20 0 13 Mar 2025
UVE: Are MLLMs Unified Evaluators for AI-Generated Videos? Yuanxin Liu Rui Zhu Shuhuai Ren Jiacong Wang Haoyuan Guo Xu Sun Lu Jiang 382 1 0 13 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 150 3 0 10 Mar 2025
A Benchmark for Multi-Lingual Vision-Language Learning in Remote Sensing Image Captioning Qing Zhou Tao Yang Junyu Gao W. Ni Junzheng Wu Qi Wang 78 0 0 06 Mar 2025
Sentence-level Reward Model can Generalize Better for Aligning LLM from Human Preference Wenjie Qiu Yi-Chen Li Xuqin Zhang Tianyi Zhang Yiming Zhang Zongzhang Zhang Yang Yu ALM 109 1 0 01 Mar 2025
CritiQ: Mining Data Quality Criteria from Human Preferences Honglin Guo Kai Lv Qipeng Guo Tianyi Liang Zhiheng Xi ... Qiuyinzhe Zhang Yizhou Sun Kai Chen Xipeng Qiu Tao Gui 70 0 0 26 Feb 2025
A Training-free LLM-based Approach to General Chinese Character Error Correction Houquan Zhou Bo Zhang Zhiyu Li Ming Yan Hao Fei 3DV 161 0 0 21 Feb 2025
Can Your Uncertainty Scores Detect Hallucinated Entity? Min-Hsuan Yeh Max Kamachee Seongheon Park Yixuan Li HILM 148 3 0 17 Feb 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models Xu Huang Wenhao Zhu Hanxu Hu Zeang Sheng Lei Li Shujian Huang Fei Yuan ELM 180 4 0 11 Feb 2025
Survey on Recent Progress of AI for Chemistry: Methods, Applications, and Opportunities Ding Hu Pengxiang Hua Zhen Huang 266 0 0 09 Feb 2025
OphthBench: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Ophthalmology Chengfeng Zhou Ji Wang Juanjuan Qin Yining Wang Ling Sun Weiwei Dai LM&MA ELM 205 0 0 03 Feb 2025
FDLLM: A Dedicated Detector for Black-Box LLMs Fingerprinting Zhiyuan Fu Junfan Chen Lan Zhang Ting Yang Jun Niu ... Ruidong Li Peng Liu Yuqing Zhang Fannv He Yuqing Zhang DeLMO 109 0 0 27 Jan 2025
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling Yi Wang Xinhao Li Ziang Yan Yinan He Jiashuo Yu ... Kai Chen Wenhai Wang Yu Qiao Yali Wang Limin Wang 182 51 0 21 Jan 2025
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model Yuhang Zang Xiaoyi Dong Pan Zhang Yuhang Cao Ziyu Liu ... Haodong Duan Wentao Zhang Kai Chen Dahua Lin Jiaqi Wang VLM 259 25 0 21 Jan 2025
SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words Junyi Ao Yuancheng Wang Xiaohai Tian Dekun Chen Jing Zhang Lu Lu Yansen Wang Haizhou Li Zhikai Wu AuLLM 181 25 0 17 Jan 2025
LEO: Boosting Mixture of Vision Encoders for Multimodal Large Language Models Mozhgan Nasr Azadani James Riddell Sean Sedwards Krzysztof Czarnecki MLLM VLM 87 3 0 13 Jan 2025
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks Jiannan Wu Muyan Zhong Sen Xing Zeqiang Lai Zhaoyang Liu ... Lewei Lu Tong Lu Ping Luo Yu Qiao Jifeng Dai MLLM VLM LRM 363 59 0 03 Jan 2025
Diving into Self-Evolving Training for Multimodal Reasoning Wei Liu Junlong Li Xiwen Zhang Fan Zhou Yu Cheng Junxian He LRM ReLM 126 16 0 23 Dec 2024
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions Pan Zhang Xiaoyi Dong Yuhang Cao Yuhang Zang Rui Qian ... Xinsong Zhang Kai Chen Yu Qiao Dahua Lin Jiaqi Wang KELM 201 16 0 12 Dec 2024
OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones? Zhongfu Chen Tingzhu Chen Wenjun Zhang Guangtao Zhai 175 4 0 02 Dec 2024
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Weiyun Wang Zhe Chen Wenhai Wang Yue Cao Yangzhou Liu ... Jinguo Zhu X. Zhu Lewei Lu Yu Qiao Jifeng Dai LRM 143 93 1 15 Nov 2024
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs) Leander Girrbach Yiran Huang Stephan Alaniz Trevor Darrell Zeynep Akata VLM 145 2 0 25 Oct 2024
From Imitation to Introspection: Probing Self-Consciousness in Language Models Sirui Chen Shu Yu Shengjie Zhao Chaochao Lu MILM LRM 157 4 0 24 Oct 2024
ChineseSafe: A Chinese Benchmark for Evaluating Safety in Large Language Models Han Zhang Hongfu Gao Qiang Hu Guanhua Chen L. Yang Bingyi Jing Hongxin Wei Bing Wang Haifeng Bai Lei Yang AILaw ELM 138 4 0 24 Oct 2024
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding Ying Chen Guoan Wang Yuanfeng Ji Yanjun Li Jin Ye Tianbin Li Bin Zhang Nana Pei Rongshan Yu Yu Qiao VLM LM&MA 134 5 0 15 Oct 2024
Language Imbalance Driven Rewarding for Multilingual Self-improving Wen Yang Junhong Wu Chen Wang Chengqing Zong J.N. Zhang ALM LRM 215 7 0 11 Oct 2024
Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training Gen Luo Xue Yang Wenhan Dou Zhaokai Wang Jifeng Dai Jifeng Dai Yu Qiao Xizhou Zhu VLM MLLM 163 34 0 10 Oct 2024
MetaMetrics: Calibrating Metrics For Generation Tasks Using Human Preferences Genta Indra Winata David Anugraha Lucky Susanto Garry Kuwanto Derry Wijaya 172 11 0 03 Oct 2024
Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models Haoran Ye Yuhang Xie Yuanyi Ren Hanjun Fang Xin Zhang Guojie Song LM&MA 124 2 0 18 Sep 2024
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices Zhi Chen Qiguang Chen Libo Qin Qipeng Guo Haijun Lv Yicheng Zou Wanxiang Che Hang Yan Kai Chen Dahua Lin SyDa 130 4 0 03 Sep 2024
AstroMLab 1: Who Wins Astronomy Jeopardy!? Yuan-Sen Ting Tuan Dung Nguyen Tirthankar Ghosal Boyao Wang Hardik Arora ... Tijmen de Haan Nesar Ramachandra Azton Wells Sandeep Madireddy Alberto Accomazzi OOD 45 4 0 15 Jul 2024
Training on the Test Task Confounds Evaluation and Emergence Ricardo Dominguez-Olmedo Florian E. Dorner Moritz Hardt ELM 154 9 1 10 Jul 2024
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output Pan Zhang Xiaoyi Dong Yuhang Zang Yuhang Cao Rui Qian ... Kai Chen Jifeng Dai Yu Qiao Dahua Lin Jiaqi Wang 144 117 0 03 Jul 2024
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI Zhen Huang Zengzhi Wang Shijie Xia Xuefeng Li Haoyang Zou ... Yuxiang Zheng Shaoting Zhang Dahua Lin Yu Qiao Pengfei Liu ELM LRM 138 43 0 18 Jun 2024
Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams Zheheng Luo Chenhan Yuan Qianqian Xie Sophia Ananiadou ELM AI4MH LM&MA 84 0 0 17 Jun 2024