| Tukey-Inspired Video Object Segmentation | Nov 19, 2018 | ObjectSegmentation | CodeCode Available | 1 |
| YouTube-VOS: Sequence-to-Sequence Video Object Segmentation | Sep 3, 2018 | Image SegmentationObject | CodeCode Available | 1 |
| One-Shot Video Object Segmentation | Nov 16, 2016 | Foreground SegmentationObject | CodeCode Available | 1 |
| SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction | Jul 21, 2025 | ObjectSegmentation | —Unverified | 0 |
| Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation | Jul 13, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| MUVOD: A Novel Multi-view Video Object Segmentation Dataset and A Benchmark for 3D Segmentation | Jul 10, 2025 | NeRFObject | —Unverified | 0 |
| THU-Warwick Submission for EPIC-KITCHEN Challenge 2025: Semi-Supervised Video Object Segmentation | Jun 7, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| InterRVOS: Interaction-aware Referring Video Object Segmentation | Jun 3, 2025 | 8kObject | —Unverified | 0 |
| ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of Thoughts | May 24, 2025 | Image SegmentationInstance Segmentation | CodeCode Available | 0 |
| Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation | May 19, 2025 | Referring Video Object SegmentationSemantic Segmentation | —Unverified | 0 |
| 6D Pose Estimation on Spoons and Hands | May 5, 2025 | 6D Pose EstimationPose Estimation | —Unverified | 0 |
| MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection | Apr 30, 2025 | Instance SegmentationInteractive Segmentation | —Unverified | 0 |
| RGB-D Video Object Segmentation via Enhanced Multi-store Feature Memory | Apr 23, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Few-Shot Referring Video Single- and Multi-Object Segmentation via Cross-Modal Affinity with Instance Sequence Matching | Apr 18, 2025 | ObjectReferring Video Object Segmentation | CodeCode Available | 0 |
| PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild | Apr 15, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| MASSeg : 2nd Technical Report for 4th PVUW MOSE Track | Apr 14, 2025 | Data AugmentationObject | CodeCode Available | 0 |
| FVOS for MOSE Track of 4th PVUW Challenge: 3rd Place Solution | Apr 13, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| STSeg-Complex Video Object Segmentation: The 1st Solution for 4th PVUW MOSE Challenge | Apr 11, 2025 | Semantic SegmentationVideo Object Segmentation | —Unverified | 0 |
| Multi-person Physics-based Pose Estimation for Combat Sports | Apr 11, 2025 | 3D Human Pose Estimation3D Multi-Person Pose Estimation | —Unverified | 0 |
| Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation | Apr 8, 2025 | Optical Flow EstimationSalient Object Detection | —Unverified | 0 |
| Zero-Shot 4D Lidar Panoptic Segmentation | Apr 1, 2025 | DiversityPanoptic Segmentation | —Unverified | 0 |
| CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection | Apr 1, 2025 | Camouflaged Object Segmentationobject-detection | —Unverified | 0 |
| ReferDINO-Plus: 2nd Solution for 4th PVUW MeViS Challenge at CVPR 2025 | Mar 30, 2025 | ObjectReferring Video Object Segmentation | CodeCode Available | 0 |
| Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning | Mar 19, 2025 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks | Mar 19, 2025 | DecoderSegmentation | CodeCode Available | 0 |
| AUTV: Creating Underwater Video Datasets with Pixel-wise Annotations | Mar 17, 2025 | Semantic SegmentationVideo Generation | —Unverified | 0 |
| Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning | Mar 15, 2025 | ObjectSemantic Segmentation | —Unverified | 0 |
| Investigation of Frame Differences as Motion Cues for Video Object Segmentation | Mar 12, 2025 | Optical Flow EstimationSegmentation | —Unverified | 0 |
| An Analysis of Data Transformation Effects on Segment Anything 2 | Feb 25, 2025 | Semantic SegmentationVideo Object Segmentation | —Unverified | 0 |
| Wandering around: A bioinspired approach to visual attention through object motion sensitivity | Feb 10, 2025 | Low-latency processingMotion Segmentation | CodeCode Available | 0 |
| HD-EPIC: A Highly-Detailed Egocentric Video Dataset | Feb 6, 2025 | Action RecognitionNutrition | —Unverified | 0 |
| ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations | Jan 24, 2025 | DecoderObject | —Unverified | 0 |
| Multi-Context Temporal Consistent Modeling for Referring Video Object Segmentation | Jan 9, 2025 | Referring Video Object SegmentationSemantic Segmentation | CodeCode Available | 0 |
| DTOS: Dynamic Time Object Sensing with Large Multimodal Model | Jan 1, 2025 | Moment RetrievalReferring Video Object Segmentation | CodeCode Available | 0 |
| Decoupled Motion Expression Video Segmentation | Jan 1, 2025 | Instance SegmentationReferring Video Object Segmentation | —Unverified | 0 |
| Semantic and Sequential Alignment for Referring Video Object Segmentation | Jan 1, 2025 | Instance SegmentationReferring Video Object Segmentation | —Unverified | 0 |
| Stable Mean Teacher for Semi-supervised Video Action Detection | Dec 10, 2024 | Action DetectionSemantic Segmentation | CodeCode Available | 0 |
| Video Decomposition Prior: A Methodology to Decompose Videos into Layers | Dec 6, 2024 | Semantic SegmentationVideo Editing | —Unverified | 0 |
| Track Anything Behind Everything: Zero-Shot Amodal Video Object Segmentation | Nov 28, 2024 | 3D ReconstructionSegmentation | —Unverified | 0 |
| ClickTrack: Towards Real-time Interactive Single Object Tracking | Nov 20, 2024 | ObjectObject Tracking | —Unverified | 0 |
| Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation | Oct 30, 2024 | AnatomyMRI segmentation | CodeCode Available | 0 |
| Addressing Issues with Working Memory in Video Object Segmentation | Oct 29, 2024 | Inductive BiasObject | —Unverified | 0 |
| Memory Matching is not Enough: Jointly Improving Memory Matching and Decoding for Video Object Segmentation | Sep 22, 2024 | Semantic SegmentationSemi-Supervised Video Object Segmentation | —Unverified | 0 |
| LSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation | Sep 9, 2024 | ObjectReferring Video Object Segmentation | —Unverified | 0 |
| Discriminative Spatial-Semantic VOS Solution: 1st Place Solution for 6th LSVOS | Aug 29, 2024 | ObjectObject Recognition | CodeCode Available | 0 |
| CSS-Segment: 2nd Place Report of LSVOS Challenge VOS Track | Aug 24, 2024 | Autonomous DrivingObject | —Unverified | 0 |
| The 2nd Solution for LSVOS Challenge RVOS Track: Spatial-temporal Refinement for Consistent Semantic Segmentation | Aug 22, 2024 | Referring Video Object SegmentationSegmentation | —Unverified | 0 |
| LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS | Aug 20, 2024 | Instance SegmentationObject | —Unverified | 0 |
| The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution | Aug 20, 2024 | Referring Video Object SegmentationRetrieval | —Unverified | 0 |
| 3D-Aware Instance Segmentation and Tracking in Egocentric Videos | Aug 19, 2024 | 3D Object ReconstructionInstance Segmentation | —Unverified | 0 |
