| MUVOD: A Novel Multi-view Video Object Segmentation Dataset and A Benchmark for 3D Segmentation | Jul 10, 2025 | NeRFObject | —Unverified | 0 |
| CogGen: A Learner-Centered Generative AI Architecture for Intelligent Tutoring with Programming Video | Jun 25, 2025 | Knowledge TracingVideo Segmentation | —Unverified | 0 |
| Leader360V: The Large-scale, Real-world 360 Video Dataset for Multi-task Learning in Diverse Environment | Jun 17, 2025 | Autonomous DrivingInstance Segmentation | —Unverified | 0 |
| A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects | Jun 16, 2025 | BenchmarkingInstance Segmentation | —Unverified | 0 |
| Q-SAM2: Accurate Quantization for Segment Anything Model 2 | Jun 11, 2025 | QuantizationVideo Segmentation | —Unverified | 0 |
| OmniFall: A Unified Staged-to-Wild Benchmark for Human Fall Detection | May 26, 2025 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 |
| ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of Thoughts | May 24, 2025 | Image SegmentationInstance Segmentation | CodeCode Available | 0 |
| FlowCut: Unsupervised Video Instance Segmentation via Temporal Mask Matching | May 19, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| VolE: A Point-cloud Framework for Food 3D Reconstruction and Volume Estimation | May 15, 2025 | 3D ReconstructionCamera Calibration | —Unverified | 0 |
| PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild | Apr 15, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
