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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
OneThinker: All-in-one Reasoning Model for Image and Video Kaituo Feng M. Zhang Hongyu Li Kaixuan Fan Shuang Chen ... Haoze Sun Yan Feng Peng Pei Xunliang Cai Xiangyu Yue OffRL MLLM VLM LRM 635 3 0 02 Dec 2025
MANTA: Physics-Informed Generalized Underwater Object Tracking Suhas Srinath Hemang Jamadagni Aditya Chadrasekar Prathosh A.P. 112 0 0 28 Nov 2025
BlockVid: Block Diffusion for High-Quality and Consistent Minute-Long Video Generation Zeyu Zhang Shuning Chang Yuanyu He Yizeng Han Jiasheng Tang Fan Wang Bohan Zhuang DiffM VGen 136 2 0 28 Nov 2025
Inferix: A Block-Diffusion based Next-Generation Inference Engine for World Simulation Inferix Team Tianyu Feng Yizeng Han Jiahao He Yuanyu He ... Jichao Wu M. Yang Yinghao Yu Zeyu Zhang Bohan Zhuang VGen SyDa 307 1 0 25 Nov 2025
Context-Aware Token Pruning and Discriminative Selective Attention for Transformer Tracking Janani Kugarajeevan T. Kokul A. Ramanan Subha Fernando ViT 63 0 0 25 Nov 2025
A Tri-Modal Dataset and a Baseline System for Tracking Unmanned Aerial Vehicles Tianyang Xu Jinjie Gu Xuefeng Zhu Xiaojun Wu J. Kittler 72 1 0 23 Nov 2025
Tracking and Segmenting Anything in Any Modality Tianlu Zhang Qiang Zhang Guiguang Ding Jungong Han VOS 269 0 0 22 Nov 2025
Bridging Granularity Gaps: Hierarchical Semantic Learning for Cross-domain Few-shot Segmentation Sujun Sun Haowen Gu Cheng Xie Yanxu Ren Mingwu Ren Haofeng Zhang 64 0 0 15 Nov 2025
UniSOT: A Unified Framework for Multi-Modality Single Object TrackingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Yinchao Ma Yuyang Tang Wenfei Yang Tianzhu Zhang Xu Zhou Feng Wu 208 1 0 03 Nov 2025
PlanarTrack: A high-quality and challenging benchmark for large-scale planar object trackingComputer Vision and Image Understanding (CVIU), 2025 Yifan Jiao Xinran Liu Xiaoqiong Liu Xiaohui Yuan Heng Fan Libo Zhang 72 0 0 27 Oct 2025
Mutual Information guided Visual Contrastive Learning Hanyang Chen Yanchao Yang SSL 305 0 0 26 Oct 2025
MATrack: Efficient Multiscale Adaptive Tracker for Real-Time Nighttime UAV Operations Xuzhao Li Xuchen Li Shiyu Hu 96 0 0 24 Oct 2025
Dynamic Semantic-Aware Correlation Modeling for UAV Tracking Xinyu Zhou Tongxin Pan Lingyi Hong Pinxue Guo Haijing Guo Zhaoyu Chen Kaixun Jiang Wenqiang Zhang 76 0 0 24 Oct 2025
SAM 2++: Tracking Anything at Any Granularity J. Zhang C. Liang Yichun Yang Chenkai Zeng Yutao Cui Xinwen Zhang Xin Zhou Kai Ma Gangshan Wu Limin Wang 202 0 0 21 Oct 2025
DPTrack:Directional Kernel-Guided Prompt Learning for Robust Nighttime Aerial Tracking Zhiqiang Zhu Xinbo Gao Wen Lu Jie Li Zhaoyang Wang Mingqian Ge 108 0 0 17 Oct 2025
Temporal Prompting Matters: Rethinking Referring Video Object Segmentation Ci-Siang Lin Min-Hung Chen I-Jieh Liu Chien-Yi Wang Sifei Liu Yu-Chun Wang VOS 186 0 0 08 Oct 2025
MSITrack: A Challenging Benchmark for Multispectral Single Object Tracking Tao Feng Tingfa Xu Haolin Qin Tianhao Li Shuaihao Han Xuyang Zou Zhan Lv Jianan Li VOS 136 0 0 08 Oct 2025
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models Yunlong Tang Jing Bi Pinxin Liu Zhenyu Pan Mingqian Feng ... Zeliang Zhang Daiki Shimada Han Liu Jiebo Luo Chenliang Xu MLLM OffRL VLM LRM 662 8 0 06 Oct 2025
From Seeing to Predicting: A Vision-Language Framework for Trajectory Forecasting and Controlled Video Generation Fan Yang Z. Chen Yousong Zhu Xin Li Jinqiao Wang VGen 90 0 0 01 Oct 2025
Collaborating Vision, Depth, and Thermal Signals for Multi-Modal Tracking: Dataset and Algorithm Xue-Feng Zhu Tianyang Xu Yifan Pan Jinjie Gu Xi Li Jiwen Lu Xiao-Jun Wu Josef Kittler 178 0 0 29 Sep 2025
StreamForest: Efficient Online Video Understanding with Persistent Event Memory Xiangyu Zeng Kefan Qiu Qingyu Zhang Xinhao Li Jing Wang ... Kun Tian Meng Tian Xinhai Zhao Yi Wang Limin Wang 203 2 0 29 Sep 2025
VideoChat-R1.5: Visual Test-Time Scaling to Reinforce Multimodal Reasoning by Iterative Perception Ziang Yan Xinhao Li Yinan He Zhengrong Yue Xiangyu Zeng Yali Wang Yu Qiao Limin Wang Yi Wang MLLM VLM LRM 205 10 0 25 Sep 2025
Distractor-Aware Memory-Based Visual Object Tracking Jovana Videnovic Matej Kristan A. Lukežič VLM 104 0 0 17 Sep 2025
T-SiamTPN: Temporal Siamese Transformer Pyramid Networks for Robust and Efficient UAV Tracking Hojat Ardi Amir Jahanshahi Ali Diba 145 0 0 16 Sep 2025
Multi-State Tracker: Enhancing Efficient Object Tracking via Multi-State Specialization and Interaction Shilei Wang Gong Cheng Pujian Lai Dong Gao Junwei Han 74 0 0 15 Aug 2025
RMFAT: Recurrent Multi-scale Feature Atmospheric Turbulence Mitigator Zhiming Liu Qirui Yang 92 1 0 15 Aug 2025
SOI is the Root of All Evil: Quantifying and Breaking Similar Object Interference in Single Object Tracking Yipei Wang Shiyu Hu Shukun Jia Panxi Xu Hongfei Ma Yiping Ma Jing Zhang Xiaobo Lu Xin Zhao 116 0 0 13 Aug 2025
MOSEv2: A More Challenging Dataset for Video Object Segmentation in Complex Scenes Henghui Ding Kaining Ying Chang-rui Liu Shuting He Xudong Jiang Yu-Gang Jiang Juil Sock Song Bai VOS 331 20 0 07 Aug 2025
ReasoningTrack: Chain-of-Thought Reasoning for Long-term Vision-Language Tracking Xiao Wang Liye Jin Xufeng Lou Shiao Wang Lan Chen Bo Jiang Zhipeng Zhang LRM 98 2 0 07 Aug 2025
DMTrack: Spatio-Temporal Multimodal Tracking via Dual-Adapter Weihong Li Shaohua Dong Haonan Lu Yanhao Zhang Heng Fan L. Zhang 93 0 0 03 Aug 2025
Video Forgery Detection with Optical Flow Residuals and Spatial-Temporal Consistency Xi Xue Kunio Suzuki Nabarun Goswami Takuya Shintate VGen 151 0 0 01 Aug 2025
CST Anti-UAV: A Thermal Infrared Benchmark for Tiny UAV Tracking in Complex Scenes Bin Xie Congxuan Zhang Fagan Wang Peng Liu Feng Lu Zhen Chen Weiming Hu 325 0 0 31 Jul 2025
Decoupled Spatio-Temporal Consistency Learning for Self-Supervised TrackingAAAI Conference on Artificial Intelligence (AAAI), 2025 Yaozong Zheng Bineng Zhong Qihua Liang Ning Li Shuxiang Song 238 23 0 29 Jul 2025
SAMITE: Position Prompted SAM2 with Calibrated Memory for Visual Object Tracking Qianxiong Xu Lanyun Zhu Chenxi Liu Guosheng Lin Cheng Long Ziyue Li Rui Zhao 117 1 0 29 Jul 2025
Towards Universal Modal Tracking with Online Dense Temporal Token LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Yaozong Zheng Bineng Zhong Qihua Liang Shengping Zhang Guorong Li Xianxian Li Rongrong Ji 165 20 0 27 Jul 2025
ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking X. Feng Shuyan Hu X. Li D. Zhang M. Wu Jie Zhang Xiaosha Chen K. Huang 166 3 0 26 Jul 2025
Region-based Cluster Discrimination for Visual Representation Learning Yin Xie Kaicheng Yang Xiang An Kun Wu Yongle Zhao ... Yumeng Wang Ziyong Feng Roy Miles Ismail Elezi Jiankang Deng ObjD VLM 180 2 0 26 Jul 2025
Explicit Context Reasoning with Supervision for Visual Tracking Fansheng Zeng Bineng Zhong Haiying Xia Yufei Tan Xiantao Hu Liangtao Shi Shuxiang Song 149 2 0 22 Jul 2025
Is Tracking really more challenging in First Person Egocentric Vision? Matteo Dunnhofer Zaira Manigrasso C. Micheloni EgoV 267 0 0 21 Jul 2025
DMAT: An End-to-End Framework for Joint Atmospheric Turbulence Mitigation and Object Detection P. Hill Zhiming Liu A. Achim Dave Bull Qirui Yang 149 0 0 06 Jul 2025
UVLM: Benchmarking Video Language Model for Underwater World Understanding Xizhe Xue Yang Zhou Dawei Yan Lijie Tao Junjie Li Ying Li Haokui Zhang Rong Xiao VLM 184 2 0 03 Jul 2025
General Compression Framework for Efficient Transformer Object Tracking Lingyi Hong Jinglun Li Xinyu Zhou Shilin Yan Pinxue Guo ... Runze Li Xingdong Sheng Wei Zhang Hong Lu Wenqiang Zhang ViT 287 2 0 01 Jul 2025
R1-Track: Direct Application of MLLMs to Visual Object Tracking via Reinforcement Learning Biao Wang Wenwen Li Jiawei Ge 237 5 0 27 Jun 2025
Class Agnostic Instance-level Descriptor for Visual Instance Search Qi-Ying Sun Wan-Lei Zhao Hui-Ying Xie Yi-Bo Miao Chong-Wah Ngo OCL 412 0 0 20 Jun 2025
Comba: Improving Bilinear RNNs with Closed-loop Control Jiaxi Hu Yongqi Pan Jusen Du Disen Lan Xiaqiang Tang Qingsong Wen Yuxuan Liang Weigao Sun 785 0 0 03 Jun 2025
MVTD: A Benchmark Dataset for Maritime Visual Object Tracking A. B. Bakht Muhayy ud Din Sajid Javed Irfan Hussain 162 0 0 03 Jun 2025
Towards Effective and Efficient Adversarial Defense with Diffusion Models for Robust Visual TrackingInformation Fusion (Inf. Fusion), 2025 Long Xu Peng Gao Wen-Jia Tang Haiwei Yang Ru-Yue Yuan DiffM AAML 124 4 0 31 May 2025
Fully Spiking Neural Networks for Unified Frame-Event Object Tracking Jingjun Yang Liangwei Fan Jinpu Zhang Xiangkai Lian Hui Shen D. Hu 162 0 0 27 May 2025
CSTrack: Enhancing RGB-X Tracking via Compact Spatiotemporal Features X. Feng D. Zhang Shuyan Hu X. Li M. Wu Jie Zhang Xiaosha Chen Kexin Huang 164 4 0 26 May 2025
Progressive Scaling Visual Object Tracking Jack Hong Shilin Yan Zehao Xiao Jiayin Cai Xiaolong Jiang Yao Hu Henghui Ding 291 1 0 26 May 2025