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GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild

29 October 2018

Lianghua Huang

Xin Zhao

Kaiqi Huang

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Papers citing "GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild"

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Title
Efficient Motion Prompt Learning for Robust Visual Tracking Jie Zhao Xin Chen Yongsheng Yuan Michael Felsberg Dong Wang Huchuan Lu 162 1 0 22 May 2025
Diff-MM: Exploring Pre-trained Text-to-Image Generation Model for Unified Multi-modal Object Tracking Shiyu Xuan Zechao Li Jinhui Tang 293 1 0 19 May 2025
Towards Adaptive Meta-Gradient Adversarial Examples for Visual TrackingIEEE Transactions on Reliability (IEEE Trans. Reliab.), 2025 Wei-Long Tian Peng Gao Xiao Liu Long Xu Hamido Fujita Hanan Aljuai Mao-Li Wang AAML 223 2 0 13 May 2025
CGTrack: Cascade Gating Network with Hierarchical Feature Aggregation for UAV TrackingIEEE International Conference on Robotics and Automation (ICRA), 2025 Weihong Li Xiaoqiong Liu Heng Fan L. Zhang 191 1 0 09 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 Longji Xu Lifeng Fan 255 3 0 07 May 2025
Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline Joanne Lin Crispian Morris Ruirui Lin Fan Zhang David Bull Qirui Yang 247 1 0 16 Apr 2025
Learning Occlusion-Robust Vision Transformers for Real-Time UAV TrackingComputer Vision and Pattern Recognition (CVPR), 2025 You Wu Xucheng Wang Xiangyang Yang Mengyuan Liu Dan Zeng Hengzhou Ye Shuiwang Li 249 15 0 12 Apr 2025
VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning Xinhao Li Ziang Yan Desen Meng Yi Liu Xiangyu Zeng Yinan He Yun Wang Yu Qiao Yi Wang Limin Wang VLM AI4TS LRM 751 115 0 09 Apr 2025
COST: Contrastive One-Stage Transformer for Vision-Language Small Object TrackingInformation Fusion (Inf. Fusion), 2025 Chunhui Zhang Li Liu Jialin Gao Xin Sun Hao Wen Xi Zhou Shiming Ge Yucheng Wang 272 4 0 02 Apr 2025
Zero-Shot 4D Lidar Panoptic SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Yushan Zhang Aljosa Osep Laura Leal-Taixé Tim Meinhardt 3DPC 319 4 0 01 Apr 2025
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual TrackingComputer Vision and Pattern Recognition (CVPR), 2025 Wenrui Cai Qingjie Liu Longji Xu MoE 354 3 0 24 Mar 2025
MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object TrackingComputer Vision and Pattern Recognition (CVPR), 2025 Haolin Qin Tingfa Xu Tianhao Li Zhenxiang Chen Tao Feng Jia-Nan Li 233 8 0 22 Mar 2025
Dynamic Attention Mechanism in Spatiotemporal Memory Networks for Object Tracking Meng Zhou Jiadong Xie Mingsheng Xu 210 0 0 21 Mar 2025
UncTrack: Reliable Visual Object Tracking with Uncertainty-Aware Prototype Memory NetworkIEEE Transactions on Image Processing (IEEE TIP), 2025 Siyuan Yao Yang Guo Yanyang Yan Wenqi Ren Xiaochun Cao 272 9 0 17 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 299 26 0 14 Mar 2025
MTV-Inpaint: Multi-Task Long Video Inpainting Shiyuan Yang Zheng Gu Liang Hou Xin Tao Pengfei Wan Xiaodong Chen Jing Liao DiffM 189 5 0 14 Mar 2025
Target-aware Bidirectional Fusion Transformer for Aerial Object Tracking Xinglong Sun Haijiang Sun Shan Jiang Jiacheng Wang Jiasong Wang ViT 148 0 0 13 Mar 2025
Rethinking Two-Stage Referring-by-Tracking in Referring Multi-Object Tracking: Make it Strong Again Weize Li Yunhao Du Qixiang Yin Zhicheng Zhao Fei Su 313 0 0 10 Mar 2025
Similarity-Guided Layer-Adaptive Vision Transformer for UAV TrackingComputer Vision and Pattern Recognition (CVPR), 2025 Chaocan Xue Bineng Zhong Qihua Liang Yaozong Zheng Ning Li Yuanliang Xue Shuxiang Song 198 25 0 09 Mar 2025
Streaming Video Question-Answering with In-context Video KV-Cache RetrievalInternational Conference on Learning Representations (ICLR), 2025 Shangzhe Di Zhelun Yu Guanghao Zhang Haoyuan Li Tao Zhong Hao Cheng Bolin Li Wanggui He Fangxun Shu Hao Jiang 201 35 0 01 Mar 2025
Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual TrackingAAAI Conference on Artificial Intelligence (AAAI), 2025 Jiawen Zhu Huayi Tang Xin Chen Xinying Wang Dong Wang Huchuan Lu 232 13 0 01 Mar 2025
CFTrack: Enhancing Lightweight Visual Tracking through Contrastive Learning and Feature Matching Juntao Liang Jun Hou Weijun Zhang Yong Wang 248 1 0 27 Feb 2025
MITracker: Multi-View Integration for Visual Object TrackingComputer Vision and Pattern Recognition (CVPR), 2025 Mengjie Xu Yitao Zhu Haotian Jiang Jiaming Li Zhenrong Shen ... Haolin Huang Xinyu Wang Qing Yang H. Zhang Qian Wang 256 2 0 27 Feb 2025
Enhanced Transformer-Based Tracking for Skiing Events: Overcoming Multi-Camera Challenges, Scale Variations and Rapid Motion -- SkiTB Visual Tracking Challenge 2025 Akhil Penta Vaibhav Adwani Ankush Chopra 425 0 0 26 Feb 2025
LightFC-X: Lightweight Convolutional Tracker for RGB-X Tracking Yunfeng Li Bo Wang Ye Li 225 1 0 25 Feb 2025
Adaptive Perception for Unified Visual Multi-modal Object TrackingIEEE Transactions on Artificial Intelligence (IEEE TAI), 2025 Xiantao Hu Bineng Zhong Qihua Liang Zhiyi Mo Liangtao Shi Ying Tai Jian Yang 249 8 0 10 Feb 2025
Siamese-DETR for Generic Multi-Object TrackingIEEE Transactions on Image Processing (IEEE TIP), 2023 Qiankun Liu Yichen Li Yuqi Jiang Ying Fu VOT 300 14 0 08 Jan 2025
DeTrack: In-model Latent Denoising Learning for Visual Object TrackingNeural Information Processing Systems (NeurIPS), 2025 Xinyu Zhou Jinglun Li Lingyi Hong Kaixun Jiang Pinxue Guo Weifeng Ge Wenqiang Zhang DiffM 241 6 0 05 Jan 2025
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, EditingNeural Information Processing Systems (NeurIPS), 2024 Hao Fei Shengqiong Wu Hao Zhang Tat-Seng Chua Shuicheng Yan 463 71 0 31 Dec 2024
Exploiting Multimodal Spatial-temporal Patterns for Video Object TrackingAAAI Conference on Artificial Intelligence (AAAI), 2024 Xiantao Hu Ying Tai Xu Zhao Chen Zhao Ying Tai Jun Yu Li Bineng Zhong Jian Yang 327 38 0 20 Dec 2024
Robust Tracking via Mamba-based Context-aware Token LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Jinxia Xie Bineng Zhong Qihua Liang Ning Li Zhiyi Mo Shuxiang Song Mamba 233 17 0 18 Dec 2024
Exploring Enhanced Contextual Information for Video-Level Object TrackingAAAI Conference on Artificial Intelligence (AAAI), 2024 Ben Kang Xin Chen Simiao Lai Yang Liu Y. Liu Dong Wang Mamba 308 26 0 15 Dec 2024
GSOT3D: Towards Generic 3D Single Object Tracking in the Wild Yifan Jiao Yunhao Li Junhua Ding Q. Yang Song Fu Heng Fan Libo Zhang 3DPC 237 0 0 03 Dec 2024
Improving Accuracy and Generalization for Efficient Visual TrackingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 442 0 0 28 Nov 2024
A Distractor-Aware Memory for Visual Object Tracking with SAM2Computer Vision and Pattern Recognition (CVPR), 2024 Jovana Videnovic A. Lukežič Matej Kristan VLM 324 35 0 26 Nov 2024
Adversarial Bounding Boxes Generation (ABBG) Attack against Visual Object Trackers Fatemeh Nourilenjan Nokabadi Jean-François Lalonde Christian Gagné AAML 314 1 0 26 Nov 2024
MambaTrack: Exploiting Dual-Enhancement for Night UAV TrackingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Chunhui Zhang Li Liu Hao Wen Xi Zhou Yijiao Wang Mamba 423 8 0 24 Nov 2024
Teaching VLMs to Localize Specific Objects from In-context Examples Sivan Doveh Nimrod Shabtay Wei Lin Eli Schwartz Hilde Kuehne ... Leonid Karlinsky James Glass Assaf Arbelle S. Ullman Muhammad Jehanzeb Mirza VLM 424 2 0 20 Nov 2024
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Cheng-Yen Yang Hsiang-Wei Huang Wenhao Chai Zhongyu Jiang Lei Li VLM 353 75 0 18 Nov 2024
NT-VOT211: A Large-Scale Benchmark for Night-time Visual Object TrackingAsian Conference on Computer Vision (ACCV), 2024 Yu Liu Arif Mahmood Muhammad Haris Khan 208 5 0 27 Oct 2024
Depth Attention for Robust RGB TrackingAsian Conference on Computer Vision (ACCV), 2024 Yu Liu Arif Mahmood Muhammad Haris Khan VOS MDE 297 1 0 27 Oct 2024
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree Shuangrui Ding Rui Qian Xiaoyi Dong Pan Zhang Yuhang Zang Yuhang Cao Yuwei Guo Dahua Lin Jiaqi Wang VLM VOS 350 44 0 21 Oct 2024
TrackMe:A Simple and Effective Multiple Object Tracking Annotation Tool Thinh Phan Isaac Phillips Andrew Lockett Michael Kidd Ngan Le VOT 166 0 0 20 Oct 2024
The Solution for Single Object Tracking Task of Perception Test Challenge 2024 Zhiqiang Zhong Yue Yang Fengqiang Wan Haoran Wei Xiangyang Ji 191 0 0 19 Oct 2024
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control Yujie Wei Shiwei Zhang Hangjie Yuan Xiang Wang Haonan Qiu ... Fan Liu Zhizhong Huang Jiaxin Ye Yingya Zhang Hongming Shan DiffM VGen 319 29 0 17 Oct 2024
DaDiff: Domain-aware Diffusion Model for Nighttime UAV TrackingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024 Haobo Zuo Changhong Fu Guangze Zheng Weitong Chen Kunhan Lu Jia Pan 244 3 0 16 Oct 2024
Ego3DT: Tracking Every 3D Object in Ego-centric VideosACM Multimedia (MM), 2024 Shengyu Hao Wenhao Chai Zhonghan Zhao Meiqi Sun Wendi Hu ... Yixian Zhao Qi Li Yizhou Wang Xi Li Gaoang Wang 201 7 0 11 Oct 2024
STNet: Deep Audio-Visual Fusion Network for Robust Speaker TrackingIEEE transactions on multimedia (IEEE TMM), 2024 Yidi Li Hong Liu Bing Yang 321 7 0 08 Oct 2024
DTVLT: A Multi-modal Diverse Text Benchmark for Visual Language Tracking Based on LLM Xuchen Li Shiyu Hu Xiaokun Feng Dailing Zhang Meiqi Wu Jing Zhang Kaiqi Huang 251 13 0 03 Oct 2024
Improving Visual Object Tracking through Visual PromptingIEEE transactions on multimedia (IEEE TMM), 2024 Shih-Fang Chen Jun-Cheng Chen I-Hong Jhuo Yen-Yu Lin VLM 284 5 0 27 Sep 2024