MOSEv2: A More Challenging Dataset for Video Object Segmentation in Complex Scenes

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MOSEv2: A More Challenging Dataset for Video Object Segmentation in Complex Scenes

7 August 2025

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Papers citing "MOSEv2: A More Challenging Dataset for Video Object Segmentation in Complex Scenes"

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Title
LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation Chang Liu Henghui Ding Kaining Ying Lingyi Hong N. Xu ... Alexey Nekrasov Ali Athar Daan de Geus Alexander Hermans Bastian Leibe VOS 26 0 0 13 Oct 2025
The 1st Solution for MOSEv1 Challenge on LSVOS 2025: CGFSeg Tingmin Li Yixuan Li Yang Yang VOS 48 0 0 30 Sep 2025
2nd Place Report of MOSEv2 Challenge 2025: Concept Guided Video Object Segmentation via SeC Zhixiong Zhang Shuangrui Ding Xiaoyi Dong Yuhang Zang Yuhang Cao Jiaqi Wang 28 0 0 28 Sep 2025
3rd Place Report of LSVOS 2025 MeViS Track: Sa2VA-i: Improving Sa2VA Results with Consistent Training and Inference Alexey Nekrasov A. Athar Daan de Geus Alexander Hermans Bastian Leibe 28 0 0 23 Sep 2025
The 1st Solution for MOSEv2 Challenge 2025: Long-term and Concept-aware Video Segmentation via SeC Mingqi Gao Jingkun Chen Yunqi Miao Gengshen Wu Zhijin Qin Jungong Han 12 0 0 23 Sep 2025
SAMSON: 3rd Place Solution of LSVOS 2025 VOS Challenge Yujie Xie Hongyang Zhang Zhihui Liu Shihai Ruan 8 0 0 22 Sep 2025
The 1st Solution for 7th LSVOS RVOS Track: SaSaSa2VA Quanzhu Niu Dengxian Gong Shihao Chen Tao Zhang Yikang Zhou Haobo Yuan Lu Qi Xiangtai Li Shilin Xu VOS 97 0 0 21 Sep 2025
Enriched Feature Representation and Motion Prediction Module for MOSEv2 Track of 7th LSVOS Challenge: 3rd Place Solution Chang Soo Lim Joonyoung Moon Donghyeon Cho 8 0 0 19 Sep 2025
Pseudo-Label Enhanced Cascaded Framework: 2nd Technical Report for LSVOS 2025 VOS Track An Yan Leilei Cao Feng Lu Ran Hong Youhai Jiang Fengjie Zhu 36 0 0 18 Sep 2025
A Survey on 3D Gaussian Splatting Applications: Segmentation, Editing, and Generation Shuting He Peilin Ji Yitong Yang Changshuo Wang Jiayi Ji Yinglin Wang Henghui Ding 3DGS 112 1 0 13 Aug 2025
Multimodal Referring Segmentation: A Survey Henghui Ding Song Tang Shuting He Chang-rui Liu Zuxuan Wu Yu-Gang Jiang 177 6 0 01 Aug 2025
Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation Kaining Ying Henghui Ding Guangquan Jie Yu Jiang VOS 138 4 0 30 Jul 2025
MOVE: Motion-Guided Few-Shot Video Object Segmentation Kaining Ying Hengrui Hu Henghui Ding VOS 99 3 0 29 Jul 2025