Title
Towards Retrieval Augmented Generation over Large Video Libraries Yannis Tevissen Khalil Guetari Frédéric Petitpont RALM 30 2 0 21 Jun 2024
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding Xinyu Fang Kangrui Mao Haodong Duan Xiangyu Zhao Yining Li Dahua Lin Kai Chen VLM 49 61 0 20 Jun 2024
Towards Event-oriented Long Video Understanding Yifan Du Kun Zhou Yuqi Huo Yifan Li Wayne Xin Zhao Haoyu Lu Zijia Zhao Bingning Wang Weipeng Chen Ji-Rong Wen VLM 19 13 0 20 Jun 2024
VideoVista: A Versatile Benchmark for Video Understanding and Reasoning Yunxin Li Xinyu Chen Baotian Hu Longyue Wang Haoyuan Shi Min-Ling Zhang MLLM LRM 38 25 0 17 Jun 2024
Holistic-Motion2D: Scalable Whole-body Human Motion Generation in 2D Space Yuan Wang Zhao Wang Junhao Gong Di Huang Tong He ... J. Jiao Xuetao Feng Qi Dou Shixiang Tang Dan Xu 30 3 0 17 Jun 2024
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning Zebang Cheng Zhi-Qi Cheng Jun-Yan He Jingdong Sun Kai Wang Yuxiang Lin Zheng Lian Xiaojiang Peng Alexander G. Hauptmann MLLM 29 28 0 17 Jun 2024
Beyond Raw Videos: Understanding Edited Videos with Large Multimodal Model Lu Xu Sijie Zhu Chunyuan Li Chia-Wen Kuo Fan Chen Xinyao Wang Guang Chen Dawei Du Ye Yuan Longyin Wen 30 4 0 15 Jun 2024
GPT-4o: Visual perception performance of multimodal large language models in piglet activity understanding Yiqi Wu Xiaodan Hu Ziming Fu Siling Zhou Jiangong Li MLLM 22 9 0 14 Jun 2024
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs Rohit K Bharadwaj Hanan Gani Muzammal Naseer F. Khan Salman Khan 47 3 0 14 Jun 2024
VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding Muhammad Maaz H. Rasheed Salman Khan Fahad A Khan VLM MLLM 19 49 0 13 Jun 2024
Explore the Limits of Omni-modal Pretraining at Scale Yiyuan Zhang Handong Li Jing Liu Xiangyu Yue VLM LRM 38 1 0 13 Jun 2024
INS-MMBench: A Comprehensive Benchmark for Evaluating LVLMs' Performance in Insurance Chenwei Lin Hanjia Lyu Xian Xu Jiebo Luo 27 1 0 13 Jun 2024
Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs Zijia Zhao Haoyu Lu Yuqi Huo Yifan Du Tongtian Yue Longteng Guo Bingning Wang Weipeng Chen Jing Liu 31 2 0 13 Jun 2024
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos Xuehai He Weixi Feng Kaizhi Zheng Yujie Lu Wanrong Zhu ... Zhengyuan Yang Kevin Lin William Yang Wang Lijuan Wang Xin Eric Wang VGen LRM 33 12 0 12 Jun 2024
LVBench: An Extreme Long Video Understanding Benchmark Weihan Wang Zehai He Wenyi Hong Yean Cheng Xiaohan Zhang ... Shiyu Huang Bin Xu Yuxiao Dong Ming Ding Jie Tang ELM VLM 38 63 0 12 Jun 2024
Fewer Tokens and Fewer Videos: Extending Video Understanding Abilities in Large Vision-Language Models Shimin Chen Yitian Yuan Shaoxiang Chen Zequn Jie Lin Ma VLM 24 3 0 12 Jun 2024
Needle In A Multimodal Haystack Weiyun Wang Shuibo Zhang Yiming Ren Yuchen Duan Tiantong Li ... Ping Luo Yu Qiao Jifeng Dai Wenqi Shao Wenhai Wang VLM 57 16 0 11 Jun 2024
Vript: A Video Is Worth Thousands of Words Dongjie Yang Suyuan Huang Chengqiang Lu Xiaodong Han Haoxin Zhang Yan Gao Yao Hu Hai Zhao VGen 55 21 0 10 Jun 2024
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions Lin Chen Xilin Wei Jinsong Li Xiaoyi Dong Pan Zhang ... Li Yuan Yu Qiao Dahua Lin Feng Zhao Jiaqi Wang 69 138 0 06 Jun 2024
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis Chaoyou Fu Yuhan Dai Yondong Luo Lei Li Shuhuai Ren ... Tong Bill Xu Xiawu Zheng Enhong Chen Rongrong Ji Xing Sun VLM MLLM 41 216 0 31 May 2024
MotionLLM: Understanding Human Behaviors from Human Motions and Videos Ling-Hao Chen Shunlin Lu Ailing Zeng Hao Zhang Benyou Wang Ruimao Zhang Lei Zhang 45 33 0 30 May 2024
A Survey of Multimodal Large Language Model from A Data-centric Perspective Tianyi Bai Hao Liang Binwang Wan Yanran Xu Xi Li ... Ping-Chia Huang Jiulong Shan Conghui He Binhang Yuan Wentao Zhang 47 31 0 26 May 2024
CinePile: A Long Video Question Answering Dataset and Benchmark Ruchit Rawal Khalid Saifullah Ronen Basri David Jacobs Gowthami Somepalli Tom Goldstein 38 39 0 14 May 2024
How Good is my Video LMM? Complex Video Reasoning and Robustness Evaluation Suite for Video-LMMs Muhammad Uzair Khattak Muhammad Ferjad Naeem Jameel Hassan Muzammal Naseer Federico Tombari Fahad Shahbaz Khan Salman Khan LRM ELM 32 10 0 06 May 2024
MANTIS: Interleaved Multi-Image Instruction Tuning Dongfu Jiang Xuan He Huaye Zeng Cong Wei Max W.F. Ku Qian Liu Wenhu Chen VLM MLLM 28 32 0 02 May 2024
MileBench: Benchmarking MLLMs in Long Context Dingjie Song Shunian Chen Guiming Hardy Chen Fei Yu Xiang Wan Benyou Wang VLM 61 34 0 29 Apr 2024
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition Zheng Lian Haiyang Sun Licai Sun Zhuofan Wen Siyuan Zhang ... Bin Liu Erik Cambria Guoying Zhao Björn W. Schuller Jianhua Tao VLM 31 11 0 26 Apr 2024
PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning Lin Xu Yilin Zhao Daquan Zhou Zhijie Lin See Kiong Ng Jiashi Feng MLLM VLM 34 108 0 25 Apr 2024
Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples Kuofeng Gao Jindong Gu Yang Bai Shu-Tao Xia Philip H. S. Torr Wei Liu Zhifeng Li 56 11 0 25 Apr 2024
Pegasus-v1 Technical Report Raehyuk Jung Hyojun Go Jaehyuk Yi Jiho Jang Daniel Kim ... Maninder Saini Meredith Sanders Soyoung Lee Sue Kim Travis Couture MLLM VLM 26 5 0 23 Apr 2024
Movie101v2: Improved Movie Narration Benchmark Zihao Yue Yepeng Zhang Ziheng Wang Qin Jin VGen 19 1 0 20 Apr 2024
From Image to Video, what do we need in multimodal LLMs? Suyuan Huang Haoxin Zhang Yan Gao Yao Hu Zengchang Qin VLM 34 8 0 18 Apr 2024
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes Paritosh Parmar Eric Peh Ruirui Chen Ting En Lam Yuhan Chen Elston Tan Basura Fernando CML 22 7 0 01 Apr 2024
Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward Ruohong Zhang Liangke Gui Zhiqing Sun Yihao Feng Keyang Xu ... Di Fu Chunyuan Li Alexander G. Hauptmann Yonatan Bisk Yiming Yang MLLM 41 57 0 01 Apr 2024
ST-LLM: Large Language Models Are Effective Temporal Learners Ruyang Liu Chen Li Haoran Tang Yixiao Ge Ying Shan Ge Li 27 68 0 30 Mar 2024
An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM Wonkyun Kim Changin Choi Wonseok Lee Wonjong Rhee VLM 40 50 0 27 Mar 2024
InternVideo2: Scaling Video Foundation Models for Multimodal Video Understanding Yi Wang Kunchang Li Xinhao Li Jiashuo Yu Yinan He ... Hongjie Zhang Yifei Huang Yu Qiao Yali Wang Limin Wang 24 104 0 22 Mar 2024
HawkEye: Training Video-Text LLMs for Grounding Text in Videos Yueqian Wang Xiaojun Meng Jianxin Liang Yuxuan Wang Qun Liu Dongyan Zhao 20 30 0 15 Mar 2024
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios Qilang Ye Zitong Yu Rui Shao Xinyu Xie Philip H. S. Torr Xiaochun Cao MLLM 30 24 0 07 Mar 2024
TempCompass: Do Video LLMs Really Understand Videos? Yuanxin Liu Shicheng Li Yi Liu Yuxiang Wang Shuhuai Ren Lei Li Sishuo Chen Xu Sun Lu Hou VLM 41 98 0 01 Mar 2024
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning Kate Sanders Nathaniel Weir Benjamin Van Durme LRM 31 11 0 29 Feb 2024
Slot-VLM: SlowFast Slots for Video-Language Modeling Jiaqi Xu Cuiling Lan Wenxuan Xie Xuejin Chen Yan Lu MLLM VLM 32 7 0 20 Feb 2024
LVCHAT: Facilitating Long Video Comprehension Yu-Xiang Wang Zeyuan Zhang Julian McAuley Zexue He VLM 26 2 0 19 Feb 2024
Question-Instructed Visual Descriptions for Zero-Shot Video Question Answering David Romero Thamar Solorio 96 1 0 16 Feb 2024
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models Chris Liu Renrui Zhang Longtian Qiu Siyuan Huang Weifeng Lin ... Hao Shao Pan Lu Hongsheng Li Yu Qiao Peng Gao MLLM 120 106 0 08 Feb 2024
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion Shoubin Yu Jaehong Yoon Mohit Bansal 67 4 0 08 Feb 2024
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization Yang Jin Zhicheng Sun Kun Xu Kun Xu Liwei Chen ... Yuliang Liu Di Zhang Yang Song Kun Gai Yadong Mu VGen 47 42 0 05 Feb 2024
Learning to Visually Connect Actions and their Effects Eric Peh Paritosh Parmar Basura Fernando 22 2 0 19 Jan 2024
LightHouse: A Survey of AGI Hallucination Feng Wang LRM HILM VLM 19 3 0 08 Jan 2024
Video Understanding with Large Language Models: A Survey Yunlong Tang Jing Bi Siting Xu Luchuan Song Susan Liang ... Feng Zheng Jianguo Zhang Ping Luo Jiebo Luo Chenliang Xu VLM 47 76 0 29 Dec 2023