| When SAM2 Meets Video Shadow and Mirror Detection | Dec 26, 2024 | Image SegmentationMirror Detection | CodeCode Available | 0 |
| InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models | Dec 18, 2024 | Reasoning SegmentationSegmentation | CodeCode Available | 2 |
| Collaborative Hybrid Propagator for Temporal Misalignment in Audio-Visual Segmentation | Dec 11, 2024 | Video SegmentationVideo Semantic Segmentation | —Unverified | 0 |
| Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity | Dec 9, 2024 | Anomaly Detectiontext annotation | CodeCode Available | 2 |
| Multi-Granularity Video Object Segmentation | Dec 2, 2024 | ObjectSegmentation | CodeCode Available | 1 |
| Inspiring the Next Generation of Segment Anything Models: Comprehensively Evaluate SAM and SAM 2 with Diverse Prompts Towards Context-Dependent Concepts under Different Scenes | Dec 2, 2024 | In-Context LearningVideo Segmentation | CodeCode Available | 3 |
| Det-SAM2:Technical Report on the Self-Prompting Segmentation Framework Based on Segment Anything Model 2 | Nov 28, 2024 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 2 |
| Efficient Track Anything | Nov 28, 2024 | ObjectSegmentation | CodeCode Available | 7 |
| RoMo: Robust Motion Segmentation Improves Structure from Motion | Nov 27, 2024 | Camera CalibrationMotion Segmentation | —Unverified | 0 |
| SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation | Nov 26, 2024 | Natural Language UnderstandingReferring Video Object Segmentation | CodeCode Available | 3 |
