VideoVista: A Versatile Benchmark for Video Understanding and Reasoning

17 June 2024

Yunxin Li

Papers citing "VideoVista: A Versatile Benchmark for Video Understanding and Reasoning"

22 / 22 papers shown

Title
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 48 0 0 01 May 2025
SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding Chenkai Zhang Yiming Lei Z. Liu Haitao Leng Shaoguo Liu Tingting Gao Qingjie Liu Yunhong Wang AI4TS 46 0 0 30 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 M. Zhang ELM 59 0 0 23 Apr 2025
InstructionBench: An Instructional Video Understanding Benchmark Haiwan Wei Yitian Yuan Xiaohan Lan Wei Ke Lin Ma ELM 24 0 0 07 Apr 2025
H2VU-Benchmark: A Comprehensive Benchmark for Hierarchical Holistic Video Understanding Qi Wu Quanlong Zheng Yanhao Zhang Junlin Xie Jinguo Luo ... Peng Liu Qingsong Xie Ru Zhen Haonan Lu Zhenyu Yang VLM 58 0 0 31 Mar 2025
FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding Chongjun Tu Lin Zhang Pengtao Chen Peng Ye Xianfang Zeng W. Cheng Gang Yu Tao Chen 79 0 0 19 Mar 2025
V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning Zixu Cheng Jian Hu Ziquan Liu Chenyang Si Wei Li Shaogang Gong LRM 64 2 0 14 Mar 2025
Long Video Understanding with Learnable Retrieval in Video-Language Models Jiaqi Xu Cuiling Lan Wenxuan Xie Xuejin Chen Yan Lu 96 5 0 24 Feb 2025
MimeQA: Towards Socially-Intelligent Nonverbal Foundation Models Hengzhi Li Megan Tjandrasuwita Yi R. Fung Armando Solar-Lezama Paul Pu Liang 37 0 0 23 Feb 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 61 19 0 21 Jan 2025
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models Wenyi Hong Yean Cheng Z. Yang Weihan Wang Lefan Wang Xiaotao Gu Shiyu Huang Yuxiao Dong J. Tang CoGe VLM 65 4 0 06 Jan 2025
VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling Xinhao Li Yi Wang Jiashuo Yu Xiangyu Zeng Yuhan Zhu ... Yinan He Chenting Wang Yu Qiao Yali Wang L. Wang VLM 73 25 0 31 Dec 2024
TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability Shimin Chen Xiaohan Lan Yitian Yuan Zequn Jie Lin Ma VLM MLLM 63 7 0 27 Nov 2024
VCBench: A Controllable Benchmark for Symbolic and Abstract Challenges in Video Cognition Chenglin Li Qianglong Chen Zhi Li Feng Tao Yin Zhang 26 0 0 14 Nov 2024
From Seconds to Hours: Reviewing MultiModal Large Language Models on Comprehensive Long Video Understanding Heqing Zou Tianze Luo Guiyang Xie Victor Zhang ... Guangcong Wang Juanyang Chen Zhuochen Wang Hansheng Zhang Huaijian Zhang VLM 21 6 0 27 Sep 2024
AMEGO: Active Memory from long EGOcentric videos Gabriele Goletto Tushar Nagarajan Giuseppe Averta Dima Damen EgoV 25 3 0 17 Sep 2024
VideoQA in the Era of LLMs: An Empirical Study Junbin Xiao Nanxin Huang Hangyu Qin Dongyang Li Yicong Li ... Zhulin Tao Jianxing Yu Liang Lin Tat-Seng Chua Angela Yao 19 9 0 08 Aug 2024
Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers Tsai-Shien Chen Aliaksandr Siarohin Willi Menapace Ekaterina Deyneka Hsiang-wei Chao ... Yuwei Fang Hsin-Ying Lee Jian Ren Ming-Hsuan Yang Sergey Tulyakov VGen 67 177 0 29 Feb 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 44 76 0 29 Dec 2023
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection Bin Lin Yang Ye Bin Zhu Jiaxi Cui Munan Ning Peng Jin Li-ming Yuan VLM MLLM 182 576 0 16 Nov 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
WildQA: In-the-Wild Video Question Answering Santiago Castro Naihao Deng Pingxuan Huang Mihai Burzo Rada Mihalcea 62 7 0 14 Sep 2022