Cover Image

Enhancing Sa2VA for Referent Video Object Segmentation: 2nd Solution for 7th LSVOS RVOS Track

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hong, Ran, Lu, Feng, Cao, Leilei, Yan, An, Jiang, Youhai, Zhu, Fengjie
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Pseudo-Label Enhanced Cascaded Framework: 2nd Technical Report for LSVOS 2025 VOS Track
by: Yan, An, et al.
Published: (2025)

The 1st Solution for 7th LSVOS RVOS Track: SaSaSa2VA
by: Niu, Quanzhu, et al.
Published: (2025)

The 2nd Solution for LSVOS Challenge RVOS Track: Spatial-temporal Refinement for Consistent Semantic Segmentation
by: Tran, Tuyen
Published: (2024)

UNINEXT-Cutie: The 1st Solution for LSVOS Challenge RVOS Track
by: Fang, Hao, et al.
Published: (2024)

Video Object Segmentation via SAM 2: The 4th Solution for LSVOS Challenge VOS Track
by: Pan, Feiyu, et al.
Published: (2024)

The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution
by: Cao, Bin, et al.
Published: (2024)

LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation
by: Liu, Chang, et al.
Published: (2025)

An Effective Solution for the CVPR 2026 8th UG2+ Challenge Track 3: Dynamic Object Segmentation in Turbulence
by: Li, Hongzhen, et al.
Published: (2026)

SaSaSaSa2VA: 2nd Place of the 5th PVUW MeViS-Text Track
by: Gong, Dengxian, et al.
Published: (2026)

1st Place Solution for 5th LSVOS Challenge: Referring Video Object Segmentation
by: Luo, Zhuoyan, et al.
Published: (2024)

2nd of the 5th PVUW MeViS-Audio Track: ASR-SaSaSa2VA
by: Wang, Zhiyu, et al.
Published: (2026)

AgentRVOS: Reasoning over Object Tracks for Zero-Shot Referring Video Object Segmentation
by: Jin, Woojeong, et al.
Published: (2026)

InterRVOS: Interaction-aware Referring Video Object Segmentation
by: Jin, Woojeong, et al.
Published: (2025)

CSS-Segment: 2nd Place Report of LSVOS Challenge VOS Track
by: Chai, Jinming, et al.
Published: (2024)

Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation
by: Liang, Tianming, et al.
Published: (2025)

Transsion Multilingual Speech Recognition System for MLC-SLM 2025 Challenge
by: Li, Xiaoxiao, et al.
Published: (2025)

LSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation
by: Ding, Henghui, et al.
Published: (2024)

Enriched Feature Representation and Motion Prediction Module for MOSEv2 Track of 7th LSVOS Challenge: 3rd Place Solution
by: Lim, Chang Soo, et al.
Published: (2025)

X-Restormer++: 1st Place Solution for the UG2+ CVPR 2026 All-Weather Restoration Challenge
by: Pan, Youwei, et al.
Published: (2026)

2nd Place Solution for MOSE Track in CVPR 2024 PVUW workshop: Complex Video Object Segmentation
by: Xu, Zhensong, et al.
Published: (2024)

4th PVUW MeViS 3rd Place Report: Sa2VA
by: Yuan, Haobo, et al.
Published: (2025)

Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos
by: Yuan, Haobo, et al.
Published: (2025)

2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation
by: Cao, Bin, et al.
Published: (2024)

ReferDINO-Plus: 2nd Solution for 4th PVUW MeViS Challenge at CVPR 2025
by: Liang, Tianming, et al.
Published: (2025)

Discriminative Spatial-Semantic VOS Solution: 1st Place Solution for 6th LSVOS
by: Miao, Deshui, et al.
Published: (2024)

Solution for CVPR 2024 UG2+ Challenge Track on All Weather Semantic Segmentation
by: Yu, Jun, et al.
Published: (2024)

MASSeg : 2nd Technical Report for 4th PVUW MOSE Track
by: Cao, Xuqiang, et al.
Published: (2025)

AgentRVOS for MeViS-Text Track of 5th PVUW Challenge: 3rd Method
by: Miao, Deshui, et al.
Published: (2026)

Temporal-Enhanced Multimodal Transformer for Referring Multi-Object Tracking and Segmentation
by: Xiao, Changcheng, et al.
Published: (2024)

Sa2VA-i: Improving Sa2VA Results with Consistent Training and Inference
by: Nekrasov, Alexey, et al.
Published: (2025)

2nd Place Solution for PVUW Challenge 2024: Video Panoptic Segmentation
by: Wu, Biao, et al.
Published: (2024)

OAMVOS:2nd Report for 5th PVUW MOSE Track
by: Miao, Deshui, et al.
Published: (2026)

2nd Place Report of MOSEv2 Challenge 2025: Concept Guided Video Object Segmentation via SeC
by: Zhang, Zhixiong, et al.
Published: (2025)

Referring Video Object Segmentation via Language-aligned Track Selection
by: Kim, Seongchan, et al.
Published: (2024)

The 2nd Place Solution from the 3D Semantic Segmentation Track in the 2024 Waymo Open Dataset Challenge
by: Wu, Qing
Published: (2025)

Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object Segmentation
by: Cho, Suhwan, et al.
Published: (2025)

STORM: End-to-End Referring Multi-Object Tracking in Videos
by: Lu, Zijia, et al.
Published: (2026)

SaFiRe: Saccade-Fixation Reiteration with Mamba for Referring Image Segmentation
by: Mao, Zhenjie, et al.
Published: (2025)

The 1st Solution for MOSEv1 Challenge on LSVOS 2025: CGFSeg
by: Li, Tingmin, et al.
Published: (2025)

SAMSON: 3rd Place Solution of LSVOS 2025 VOS Challenge
by: Xie, Yujie, et al.
Published: (2025)