| PartNet: A Recursive Part Decomposition Network for Fine-grained and Hierarchical Shape Segmentation | Mar 2, 2019 | 3D Instance Segmentation3D Part Segmentation | —Unverified | 0 | 0 |
| CompetitorFormer: Competitor Transformer for 3D Instance Segmentation | Nov 21, 2024 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 | 0 |
| Point Cloud Instance Segmentation using Probabilistic Embeddings | Nov 30, 2019 | 3D Instance SegmentationClustering | —Unverified | 0 | 0 |
| ClusterNet: 3D Instance Segmentation in RGB-D Images | Jul 24, 2018 | 3D Instance SegmentationClustering | —Unverified | 0 | 0 |
| ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations | Jul 19, 2023 | 3D Instance SegmentationClustering | —Unverified | 0 | 0 |
| CAGS: Open-Vocabulary 3D Scene Understanding with Context-Aware Gaussian Splatting | Apr 16, 2025 | 3DGS3D Instance Segmentation | —Unverified | 0 | 0 |
| PointInst3D: Segmenting 3D Instances by Points | Apr 25, 2022 | 3D Instance SegmentationClustering | —Unverified | 0 | 0 |
| PointIT: A Fast Tracking Framework Based on 3D Instance Segmentation | Feb 18, 2019 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 | 0 |
| ProtoSeg: A Prototype-Based Point Cloud Instance Segmentation Method | Oct 3, 2024 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 | 0 |
| PSGformer: Enhancing 3D Point Cloud Instance Segmentation via Precise Semantic Guidance | Jul 15, 2023 | 3D Instance Segmentation3D Semantic Segmentation | —Unverified | 0 | 0 |
| Query Refinement Transformer for 3D Instance Segmentation | Jan 1, 2023 | 3D Instance Segmentation3D Object Detection | —Unverified | 0 | 0 |
| Beyond the Final Layer: Hierarchical Query Fusion Transformer with Agent-Interpolation Initialization for 3D Instance Segmentation | Feb 6, 2025 | 3D Instance SegmentationDecoder | —Unverified | 0 | 0 |
| Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models | May 29, 2024 | 3D Instance Segmentation3D Semantic Segmentation | —Unverified | 0 | 0 |
| Bayesian Self-Training for Semi-Supervised 3D Segmentation | Sep 12, 2024 | 3D Instance Segmentation3D Semantic Segmentation | —Unverified | 0 | 0 |
| 0/1 Deep Neural Networks via Block Coordinate Descent | Jun 19, 2022 | 10-shot image generation | —Unverified | 0 | 0 |
| Weakly Supervised 3D Instance Segmentation without Instance-level Annotations | Aug 3, 2023 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 | 0 |
| SAI3D: Segment Any Instance in 3D Scenes | Dec 17, 2023 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 | 0 |
| SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation | Jan 1, 2025 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 | 0 |
| SAM-guided Graph Cut for 3D Instance Segmentation | Dec 13, 2023 | 3D Instance SegmentationGraph Neural Network | —Unverified | 0 | 0 |
| SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization | Jun 25, 2020 | 3D Instance Segmentation3D Semantic Instance Segmentation | —Unverified | 0 | 0 |
| Search3D: Hierarchical Open-Vocabulary 3D Segmentation | Sep 27, 2024 | 3D Instance Segmentation3D Part Segmentation | —Unverified | 0 | 0 |
| Any3DIS: Class-Agnostic 3D Instance Segmentation by 2D Mask Tracking | Nov 25, 2024 | 3D Instance Segmentation3D Open-Vocabulary Instance Segmentation | —Unverified | 0 | 0 |
| Segment Any 3D Object with Language | Apr 2, 2024 | 3D Instance SegmentationDecoder | —Unverified | 0 | 0 |
| Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using Bounding Boxes | Jun 2, 2022 | 3D Instance Segmentation3D Semantic Instance Segmentation | —Unverified | 0 | 0 |
| A Convolutional Neural Network for Point Cloud Instance Segmentation in Cluttered Scene Trained by Synthetic Data Without Color | Mar 5, 2020 | 3D Instance SegmentationAutonomous Driving | —Unverified | 0 | 0 |
