ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering

6 June 2019

Zhou Zhao

Papers citing "ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering"

50 / 105 papers shown

Title
SITE: towards Spatial Intelligence Thorough Evaluation Luu Anh Tuan Reuben Tan Pengyue Zhu Jianwei Yang Zhengyuan Yang Lijuan Wang Andrey Kolobov Jianfeng Gao Boqing Gong 45 0 0 08 May 2025
R^3-VQA: "Read the Room" by Video Social Reasoning Lixing Niu Jiapeng Li Xingping Yu Shu Wang Ruining Feng Bo Wu Ping Wei Yansen Wang Lifeng Fan 51 0 0 07 May 2025
RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video Shuhang Xun Sicheng Tao Jiajun Li Yibo Shi Zhixin Lin ... Shikang Wang Yong-Jin Liu Hao Zhang Ying Ma Xuming Hu VLM LRM 50 0 0 04 May 2025
Enhancing the Learning Experience: Using Vision-Language Models to Generate Questions for Educational Videos Markos Stamatakis Joshua Berger Christian Wartena Ralph Ewerth Anett Hoppe AI4Ed 43 0 0 03 May 2025
MINERVA: Evaluating Complex Video Reasoning Arsha Nagrani Sachit Menon Ahmet Iscen Shyamal Buch Ramin Mehran ... Yukun Zhu Carl Vondrick Mikhail Sirotenko Cordelia Schmid Tobias Weyand 58 0 0 01 May 2025
SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding Chenkai Zhang Yiming Lei Ziqiang Liu Haitao Leng Shaoguo Liu Tingting Gao Qingjie Liu Yunhong Wang AI4TS 56 0 0 30 Apr 2025
VCM: Vision Concept Modeling Based on Implicit Contrastive Learning with Vision-Language Instruction Fine-Tuning Run Luo Renke Shan Longze Chen Ziqiang Liu Lu Wang Min Yang Xiaobo Xia MLLM VLM 99 0 0 28 Apr 2025
$VideoVista-CulturalLingo: 360$^\circ$ Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension$ VideoVista-CulturalLingo: 360 $^\circ$ Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension Xinyu Chen Yunxin Li Haoyuan Shi Baotian Hu Wenhan Luo Yaowei Wang Hao Fei ELM 67 0 0 23 Apr 2025
ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams C. Kim Jihwan Moon Sangwoo Moon Heeseung Yun Sihaeng Lee Aniruddha Kembhavi Soonyoung Lee Gunhee Kim Sangho Lee Christopher Clark 34 0 0 21 Apr 2025
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization Iñigo Pikabea Iñaki Lacunza Oriol Pareras Carlos Escolano Aitor Gonzalez-Agirre Javier Hernando Marta Villegas VLM 52 0 0 28 Mar 2025
From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment Yucheng Suo Fan Ma Linchao Zhu T. Wang Fengyun Rao Yi Yang LRM 77 0 0 26 Mar 2025
Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering Thanh-Son Nguyen Hong Yang Tzeh Yuan Neoh Hao Zhang Ee Yeo Keat Basura Fernando NAI 59 0 0 19 Mar 2025
Aligning Multimodal LLM with Human Preference: A Survey Tao Yu Yuyao Zhang Chaoyou Fu Junkang Wu Jinda Lu ... Qingsong Wen Z. Zhang Yan Huang Liang Wang Tieniu Tan 185 2 0 18 Mar 2025
Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? Tianyuan Qu Longxiang Tang Bohao Peng Senqiao Yang Bei Yu Jiaya Jia VLM 197 0 0 16 Mar 2025
ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos Peiran Wu Yunze Liu Chonghan Liu Miao Liu VGen LRM 59 2 0 16 Mar 2025
Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing Yudong Liu Jingwei Sun Yueqian Lin Jingyang Zhang Ming Yin Qinsi Wang Jun Zhang Yiming Li Yiran Chen VLM 76 2 0 13 Mar 2025
HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding Shehreen Azad Vibhav Vineet Yogesh S Rawat VLM 160 1 0 11 Mar 2025
ALLVB: All-in-One Long Video Understanding Benchmark Xichen Tan Yuanjing Luo Yunfan Ye Fang Liu Zhiping Cai MLLM VLM 85 0 0 10 Mar 2025
StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition Xin Ding Hao Wu Yuqing Yang Shiqi Jiang Donglin Bai Zhibo Chen Ting Cao 163 0 0 08 Mar 2025
DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models Saeed Ranjbar Alvar Gursimran Singh Mohammad Akbari Yong Zhang VLM 77 0 0 04 Mar 2025
Generalizable Prompt Learning of CLIP: A Brief Overview Fangming Cui Yonggang Zhang Xuan Wang Xule Wang Liang Xiao VPVLM VLM 182 0 0 03 Mar 2025
Streaming Video Question-Answering with In-context Video KV-Cache Retrieval Shangzhe Di Zhelun Yu Guanghao Zhang Haoyuan Li Tao Zhong Hao Cheng Bolin Li Wanggui He Fangxun Shu Hao Jiang 76 4 0 01 Mar 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 105 4 0 12 Feb 2025
Learning Musical Representations for Music Performance Question Answering Xingjian Diao Chunhui Zhang Tingxuan Wu Ming Cheng Z. Ouyang Weiyi Wu Jiang Gui 73 7 0 10 Feb 2025
Baichuan-Omni-1.5 Technical Report Yadong Li Jiaheng Liu Tao Zhang Tao Zhang Tian Jin ... Jianhua Xu Haoze Sun Mingan Lin Zenan Zhou Xin Wu AuLLM 72 12 0 28 Jan 2025
ENTER: Event Based Interpretable Reasoning for VideoQA Hammad A. Ayyubi Junzhang Liu Ali Asgarov Zaber Ibn Abdul Hakim Najibul Haque Sarker ... Md. Atabuzzaman Xudong Lin Naveen Reddy Dyava Shih-Fu Chang Chris Thomas NAI 162 2 0 24 Jan 2025
TimeLogic: A Temporal Logic Benchmark for Video QA S. Swetha Hilde Kuehne Mubarak Shah 52 1 0 13 Jan 2025
Hierarchical Banzhaf Interaction for General Video-Language Representation Learning Peng Jin Yiming Li Li Yuan Shuicheng Yan Jie Chen 54 1 0 31 Dec 2024
Neptune: The Long Orbit to Benchmarking Long Video Understanding Arsha Nagrani Ruotong Wang Ramin Mehran Rachel Hornung N. B. Gundavarapu ... Boqing Gong Cordelia Schmid Mikhail Sirotenko Yukun Zhu Tobias Weyand 103 4 0 12 Dec 2024
TimeRefine: Temporal Grounding with Time Refining Video LLM Xizi Wang Feng Cheng Ziyang Wang Huiyu Wang Md. Mohaiminul Islam Lorenzo Torresani Joey Tianyi Zhou Gedas Bertasius David J. Crandall 109 1 0 12 Dec 2024
Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events Aditya Chinchure Sahithya Ravi R. Ng Vered Shwartz Boyang Albert Li Leonid Sigal ReLM LRM VLM 77 2 0 07 Dec 2024
Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs Qizhe Zhang Aosong Cheng Ming Lu Zhiyong Zhuo Minqi Wang Jiajun Cao Shaobo Guo Qi She Shanghang Zhang VLM 92 11 0 02 Dec 2024
VideoSAVi: Self-Aligned Video Language Models without Human Supervision Yogesh Kulkarni Pooyan Fazli VLM 103 2 0 01 Dec 2024
VideoOrion: Tokenizing Object Dynamics in Videos Yicheng Feng Yijiang Li Wanpeng Zhang Sipeng Zheng Zongqing Lu Sipeng Zheng Zongqing Lu 109 1 0 25 Nov 2024
Beyond Training: Dynamic Token Merging for Zero-Shot Video Understanding Yiming Zhang Zhuokai Zhao Zhaorun Chen Zenghui Ding Xianjun Yang Yining Sun 230 1 0 21 Nov 2024
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level Andong Deng Tongjia Chen Shoubin Yu Taojiannan Yang Lincoln Spencer Yapeng Tian Ajmal Mian Joey Tianyi Zhou Chen Chen LRM 68 1 0 15 Nov 2024
VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks Lawrence Jang Yinheng Li Charles Ding Justin Lin Paul Pu Liang Dan Zhao Rogerio Bonatti K. Koishida 46 5 0 24 Oct 2024
MM-Ego: Towards Building Egocentric Multimodal LLMs for Video QA Hanrong Ye Haotian Zhang Erik Daxberger Lin Chen Zongyu Lin ... Haoxuan You Dan Xu Zhe Gan Jiasen Lu Yinfei Yang EgoV MLLM 88 12 0 09 Oct 2024
Geometric Analysis of Reasoning Trajectories: A Phase Space Approach to Understanding Valid and Invalid Multi-Hop Reasoning in LLMs Javier Marin LRM 85 0 0 06 Oct 2024
Frame-Voyager: Learning to Query Frames for Video Large Language Models Sicheng Yu Chengkai Jin Huanyu Wang Zhenghao Chen Sheng Jin ... Zhenbang Sun Bingni Zhang Jiawei Wu Hao Zhang Qianru Sun 74 5 0 04 Oct 2024
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark Wenhao Chai Enxin Song Y. Du Chenlin Meng Vashisht Madhavan Omer Bar-Tal Jeng-Neng Hwang Saining Xie Christopher D. Manning 3DV 84 26 0 04 Oct 2024
Enhancing Long Video Understanding via Hierarchical Event-Based Memory Dingxin Cheng Mingda Li Jingyu Liu Yongxin Guo Bin Jiang Qingbin Liu Xi Chen Bo Zhao 38 4 0 10 Sep 2024
Question-Answering Dense Video Events Hangyu Qin Junbin Xiao Angela Yao VLM 77 1 0 06 Sep 2024
SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models Mingze Xu Mingfei Gao Zhe Gan Hong-You Chen Zhengfeng Lai Haiming Gang Kai Kang Afshin Dehghan 62 49 0 22 Jul 2024
Tarsier: Recipes for Training and Evaluating Large Video Description Models Jiawei Wang Liping Yuan Yuchen Zhang 47 52 0 30 Jun 2024
VoCo-LLaMA: Towards Vision Compression with Large Language Models Xubing Ye Yukang Gan Xiaoke Huang Yixiao Ge Yansong Tang MLLM VLM 43 23 0 18 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 56 25 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 44 4 0 15 Jun 2024
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs Rohit K Bharadwaj Hanan Gani Muzammal Naseer Fahad Shahbaz Khan Salman Khan 67 3 0 14 Jun 2024
Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA Jongwoo Park Kanchana Ranasinghe Kumara Kahatapitiya Wonjeong Ryoo Donghyun Kim Michael S. Ryoo 65 20 0 13 Jun 2024