| Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance | Dec 17, 2023 | 3D Instance Segmentation3D Open-Vocabulary Instance Segmentation | CodeCode Available | 1 |
| Mask-Attention-Free Transformer for 3D Instance Segmentation | Sep 4, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation | Mar 22, 2024 | 3D Instance SegmentationDecoder | CodeCode Available | 1 |
| Instance Consistency Regularization for Semi-Supervised 3D Instance Segmentation | Jun 24, 2024 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Sketchy Bounding-box Supervision for 3D Instance Segmentation | May 22, 2025 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Wheat3DGS: In-field 3D Reconstruction, Instance Segmentation and Phenotyping of Wheat Heads with Gaussian Splatting | Apr 9, 2025 | 3DGS3D Instance Segmentation | CodeCode Available | 1 |
| Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks | Aug 17, 2021 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Joint 3D Instance Segmentation and Object Detection for Autonomous Driving | Jun 1, 2020 | 3D Instance Segmentation3D Object Detection | —Unverified | 0 |
| ClusterNet: 3D Instance Segmentation in RGB-D Images | Jul 24, 2018 | 3D Instance SegmentationClustering | —Unverified | 0 |
| 3D-QueryIS: A Query-based Framework for 3D Instance Segmentation | Nov 17, 2022 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| 3D-BEVIS: Bird's-Eye-View Instance Segmentation | Apr 3, 2019 | 3D Instance Segmentation3D Semantic Instance Segmentation | —Unverified | 0 |
| Joint prototype and coefficient prediction for 3D instance segmentation | Jul 9, 2024 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning | Jan 4, 2019 | 3D Instance SegmentationClustering | —Unverified | 0 |
| ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations | Jul 19, 2023 | 3D Instance SegmentationClustering | —Unverified | 0 |
| Instance Segmentation GNNs for One-Shot Conformal Tracking at the LHC | Mar 11, 2021 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| CAGS: Open-Vocabulary 3D Scene Understanding with Context-Aware Gaussian Splatting | Apr 16, 2025 | 3DGS3D Instance Segmentation | —Unverified | 0 |
| Insightful Instance Features for 3D Instance Segmentation | Jan 1, 2025 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Improved Block Merging for 3D Point Cloud Instance Segmentation | Jul 9, 2024 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation | Aug 26, 2021 | 3D Instance SegmentationInstance Segmentation | —Unverified | 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 |
| Bayesian Self-Training for Semi-Supervised 3D Segmentation | Sep 12, 2024 | 3D Instance Segmentation3D Semantic Segmentation | —Unverified | 0 |
| HIDA: Towards Holistic Indoor Understanding for the Visually Impaired via Semantic Instance Segmentation with a Wearable Solid-State LiDAR Sensor | Jul 7, 2021 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| 3D Object Detection and Instance Segmentation from 3D Range and 2D Color Images | Feb 9, 2021 | 3D Instance Segmentation3D Object Detection | —Unverified | 0 |
| OccuSeg: Occupancy-aware 3D Instance Segmentation | Mar 14, 2020 | 3D Instance SegmentationClustering | —Unverified | 0 |
| 3D Instance Segmentation via Multi-Task Metric Learning | Jun 20, 2019 | 3D Instance Segmentation3D Reconstruction | —Unverified | 0 |
