Title
VisTW: Benchmarking Vision-Language Models for Traditional Chinese in Taiwan Zhi Rui Tam Ya-Ting Pai Yen-Wei Lee Yun-Nung Chen CoGe 173 0 0 13 Mar 2025
Cockatiel: Ensembling Synthetic and Human Preferenced Training for Detailed Video Caption Luozheng Qin Zhiyu Tan Mengping Yang Xiaomeng Yang Hao Li 178 0 0 12 Mar 2025
HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding Rui Yang Lin Song Yicheng Xiao Runhui Huang Yixiao Ge Ying Shan Hengshuang Zhao MLLM 111 3 0 12 Mar 2025
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models Jialv Zou Bencheng Liao Qian Zhang Wenyu Liu Xinggang Wang Mamba MLLM 149 1 0 11 Mar 2025
MapQA: Open-domain Geospatial Question Answering on Map Data Zekun Li Malcolm Grossman Eric Qasemi Mihir Kulkarni Muhao Chen Yao-Yi Chiang 99 1 0 10 Mar 2025
ALLVB: All-in-One Long Video Understanding Benchmark Xichen Tan Yuanjing Luo Yunfan Ye Fang Liu Zhiping Cai MLLM VLM 169 1 0 10 Mar 2025
Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning Qinghao Ye Xianhan Zeng Fu Li Chong Li Haoqi Fan CoGe 116 5 0 10 Mar 2025
ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges Jiaxin Ai Pengfei Zhou Zhaopan Xu Ming Li Fanrui Zhang ... Jianwen Sun Yukang Feng Baojin Huang Zhongyuan Wang Kai Zhang ELM 479 1 0 09 Mar 2025
SemHiTok: A Unified Image Tokenizer via Semantic-Guided Hierarchical Codebook for Multimodal Understanding and Generation Zhenpeng Chen Chunwei Wang Xiuwei Chen Hongbin Xu Jiawei Han Xiandan Liang J. N. Han Hang Xu Xiaodan Liang VLM 189 2 0 09 Mar 2025
Statistical Study of Sensor Data and Investigation of ML-based Calibration Algorithms for Inexpensive Sensor Modules: Experiments from Cape Point Travis Barrett Amit Kumar Mishra 80 1 0 09 Mar 2025
GenieBlue: Integrating both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices Xudong Lu Yinghao Chen Renshou Wu Haohao Gao Xi Chen ... Fangyuan Li Yafei Wen Xiaoxin Chen Shuai Ren Hongsheng Li 167 0 0 08 Mar 2025
CASP: Compression of Large Multimodal Models Based on Attention Sparsity Mohsen Gholami Mohammad Akbari Kevin Cannons Yong Zhang 111 0 0 07 Mar 2025
OWLViz: An Open-World Benchmark for Visual Question Answering T. Nguyen Dang Nguyen Hoang Nguyen Thuan Luong Long Hoang Dang Viet Dac Lai VLM 99 0 0 04 Mar 2025
DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models Saeed Ranjbar Alvar Gursimran Singh Mohammad Akbari Yong Zhang VLM 216 3 0 04 Mar 2025
Words or Vision: Do Vision-Language Models Have Blind Faith in Text? Ailin Deng Tri Cao Zhirui Chen Bryan Hooi VLM 137 3 0 04 Mar 2025
Seeing is Understanding: Unlocking Causal Attention into Modality-Mutual Attention for Multimodal LLMs Wei-Yao Wang Zhao Wang Helen Suzuki Yoshiyuki Kobayashi LRM 108 1 0 04 Mar 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Abdelrahman Abouelenin Atabak Ashfaq Adam Atkinson Hany Awadalla Nguyen Bach ... Ishmam Zabir Yunan Zhang Li Zhang Yanzhe Zhang Xiren Zhou MoE SyDa 122 70 0 03 Mar 2025
AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models Sohan Patnaik Rishabh Jain Balaji Krishnamurthy Mausoom Sarkar 89 0 0 01 Mar 2025
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts Peijie Wang Zhong-Zhi Li Fei Yin Xin Yang Dekang Ran Cheng-Lin Liu LRM 154 11 0 28 Feb 2025
RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete Yuheng Ji Huajie Tan Jiayu Shi Xiaoshuai Hao Yuan Zhang ... Huaihai Lyu Xiaolong Zheng Jiaming Liu Zhongyuan Wang Shanghang Zhang 189 15 0 28 Feb 2025
FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts Ziyi Zhang Zhen Sun Zheng Zhang Jihui Guo Xinlei He AAML 141 4 0 28 Feb 2025
Mixtera: A Data Plane for Foundation Model Training Maximilian Böther Xiaozhe Yao Tolga Kerimoglu Ana Klimovic Viktor Gsteiger Ana Klimovic MoE 212 0 0 27 Feb 2025
Picking the Cream of the Crop: Visual-Centric Data Selection with Collaborative Agents Zhenyu Liu Yunxin Li Baotian Hu Wenhan Luo Yaowei Wang Min Zhang 108 0 0 27 Feb 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 224 4 0 26 Feb 2025
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference Zhuo Chen Xinyu Wang Yong Jiang Zhen Zhang Xinyu Geng Pengjun Xie Fei Huang Kewei Tu 176 1 0 25 Feb 2025
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference Xiangyu Zhao Shengyuan Ding Zicheng Zhang Haian Huang Maosong Cao ... Wenhai Wang Guangtao Zhai Haodong Duan Hua Yang Kai Chen 177 7 0 25 Feb 2025
Evaluating Multimodal Generative AI with Korean Educational Standards Sangkwon Park Geewook Kim AI4Ed ELM 116 0 0 24 Feb 2025
All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark Davide Testa Giovanni Bonetta Raffaella Bernardi Alessandro Bondielli Alessandro Lenci Alessio Miaschi Lucia Passaro Bernardo Magnini VGen LRM 94 0 0 24 Feb 2025
PosterSum: A Multimodal Benchmark for Scientific Poster Summarization Rohit Saxena Pasquale Minervini Frank Keller VLM 106 2 0 24 Feb 2025
MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection Xi Jiang Jian Li Hanqiu Deng Yang Liu Bin-Bin Gao Yifeng Zhou Jialin Li Chengjie Wang Feng Zheng 118 0 0 24 Feb 2025
Visual Reasoning Evaluation of Grok, Deepseek Janus, Gemini, Qwen, Mistral, and ChatGPT Nidhal Jegham Marwan Abdelatti Abdeltawab Hendawi VLM LRM 99 3 0 23 Feb 2025
Moving Beyond Medical Exam Questions: A Clinician-Annotated Dataset of Real-World Tasks and Ambiguity in Mental Healthcare Max Lamparth Declan Grabb Amy Franks Scott Gershan Kaitlyn N. Kunstman ... Monika Drummond Roots Manu Sharma Aryan Shrivastava N. Vasan Colleen Waickman 141 2 0 22 Feb 2025
Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models Qianqi Yan Yue Fan Hongquan Li Shan Jiang Yang Zhao Xinze Guan Ching-Chen Kuo Xinze Wang VLM LRM 227 2 0 22 Feb 2025
LOVA3: Learning to Visual Question Answering, Asking and Assessment Henry Hengyuan Zhao Pan Zhou Difei Gao Zechen Bai Mike Zheng Shou 165 9 0 21 Feb 2025
InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models via Human Feedback Henry Hengyuan Zhao Wenqi Pei Yifei Tao Haiyang Mei Mike Zheng Shou 129 0 0 20 Feb 2025
Evaluating Large Language Models for Public Health Classification and Extraction Tasks Joshua Harris Timothy Laurence Leo Loman Fan Grayson Toby Nonnenmacher ... Hamish Mohammed Thomas Finnie Luke Hounsome Michael Borowitz Steven Riley LM&MA AI4MH 150 5 0 20 Feb 2025
InsightVision: A Comprehensive, Multi-Level Chinese-based Benchmark for Evaluating Implicit Visual Semantics in Large Vision Language Models Xiaofei Yin Y. Hong Ya Guo Yi Tu Weiqiang Wang Gongshen Liu Huijia Zhu VLM 98 0 0 19 Feb 2025
Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images Shengguang Wu Fan-Yun Sun Kaiyue Wen Nick Haber VLM 169 3 0 19 Feb 2025
"See the World, Discover Knowledge": A Chinese Factuality Evaluation for Large Vision Language Models Jihao Gu Yingyao Wang Pi Bu Chen Wang Xiangqi Jin ... Xinfeng Li Wenbo Su Zhicheng Zheng Xiaoyong Zhu Bo Zheng 72 1 0 17 Feb 2025
HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation L. Yang Xinchen Zhang Ye Tian Chenming Shang Minghao Xu Wentao Zhang Tengjiao Wang 147 4 0 17 Feb 2025
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding Kung-Hsiang Huang Can Qin Haoyi Qiu Philippe Laban Shafiq Joty Caiming Xiong Chien-Sheng Wu VLM 361 5 0 17 Feb 2025
PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection Jinhe Bi Yifan Wang Danqi Yan Xun Xiao Artur Hecker Volker Tresp Yunpu Ma VLM 238 16 0 17 Feb 2025
Unhackable Temporal Rewarding for Scalable Video MLLMs En Yu Kangheng Lin Liang Zhao Yana Wei Zining Zhu ... Jianjian Sun Zheng Ge Xinsong Zhang Jingyu Wang Wenbing Tao 132 10 0 17 Feb 2025
Pixel-Level Reasoning Segmentation via Multi-turn Conversations Dexian Cai Xiaocui Yang Yongkang Liu Daling Wang Shi Feng Yifei Zhang Soujanya Poria LRM 117 1 0 13 Feb 2025
SB-Bench: Stereotype Bias Benchmark for Large Multimodal Models Vishal Narnaware Ashmal Vayani Rohit Gupta Swetha Sirnam Mubarak Shah 204 3 0 12 Feb 2025
UniMoD: Efficient Unified Multimodal Transformers with Mixture-of-Depths Weijia Mao Zhiyong Yang Mike Zheng Shou MoE 202 1 0 10 Feb 2025
HAMSTER: Hierarchical Action Models For Open-World Robot Manipulation Yi Li Yuquan Deng Jing Zhang Joel Jang Marius Memme ... Fabio Ramos Dieter Fox Anqi Li Abhishek Gupta Ankit Goyal LM&Ro 200 18 0 08 Feb 2025
PixFoundation: Are We Heading in the Right Direction with Pixel-level Vision Foundation Models? Mennatullah Siam VLM 182 1 0 06 Feb 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 223 17 0 05 Feb 2025
Calling a Spade a Heart: Gaslighting Multimodal Large Language Models via Negation Bin Zhu Hui yan Qi Yinxuan Gui Jingjing Chen Chong-Wah Ngo Ee-Peng Lim 441 2 0 31 Jan 2025