| FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects | Dec 13, 2023 | 3D Object Detection3D Object Tracking | CodeCode Available | 4 | 5 |
| BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects | Mar 24, 2023 | 3D Object Detection3D Object Tracking | CodeCode Available | 3 | 5 |
| Vision6D: 3D-to-2D Interactive Visualization and Annotation Tool for 6D Pose Estimation | Apr 21, 2025 | 6D Pose EstimationPose Estimation | CodeCode Available | 2 | 5 |
| GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence | Nov 23, 2023 | 3D Reconstruction6D Pose Estimation | CodeCode Available | 2 | 5 |
| ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose Optimization | Jul 27, 2022 | 3D Shape Reconstruction3D Shape Reconstruction From A Single 2D Image | CodeCode Available | 2 | 5 |
| MegaPose: 6D Pose Estimation of Novel Objects via Render & Compare | Dec 13, 2022 | 3D Object Detection6D Pose Estimation | CodeCode Available | 2 | 5 |
| Advancing 6-DoF Instrument Pose Estimation in Variable X-Ray Imaging Geometries | May 19, 2024 | 6D Pose EstimationGPU | CodeCode Available | 2 | 5 |
| Iterative Corresponding Geometry: Fusing Region and Depth for Highly Efficient 3D Tracking of Textureless Objects | Mar 10, 2022 | 3D Object Tracking6D Pose Estimation | CodeCode Available | 2 | 5 |
| OnePose: One-Shot Object Pose Estimation without CAD Models | May 24, 2022 | 6D Pose EstimationGraph Attention | CodeCode Available | 2 | 5 |
| Fusing Visual Appearance and Geometry for Multi-modality 6DoF Object Tracking | Feb 22, 2023 | 3D Object Tracking6D Pose Estimation | CodeCode Available | 2 | 5 |
| RGBTrack: Fast, Robust Depth-Free 6D Pose Estimation and Tracking | Jun 20, 2025 | 6D Pose EstimationObject | CodeCode Available | 2 | 5 |
| BOP Challenge 2020 on 6D Object Localization | Sep 15, 2020 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 2 | 5 |
| CenterSnap: Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation | Mar 3, 2022 | 3D Reconstruction3D Shape Reconstruction | CodeCode Available | 2 | 5 |
| HouseCat6D -- A Large-Scale Multi-Modal Category Level 6D Object Perception Dataset with Household Objects in Realistic Scenarios | Dec 20, 2022 | 6D Pose EstimationGrasp Generation | CodeCode Available | 1 | 5 |
| GBOT: Graph-Based 3D Object Tracking for Augmented Reality-Assisted Assembly Guidance | Feb 12, 2024 | 3D Object Tracking6D Pose Estimation | CodeCode Available | 1 | 5 |
| Novel Object 6D Pose Estimation with a Single Reference View | Mar 7, 2025 | 6D Pose EstimationPose Estimation | CodeCode Available | 1 | 5 |
| Neural Object Learning for 6D Pose Estimation Using a Few Cluttered Images | May 7, 2020 | 6D Pose EstimationPose Estimation | CodeCode Available | 1 | 5 |
| G2L-Net: Global to Local Network for Real-time 6D Pose Estimation with Embedding Vector Features | Mar 24, 2020 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation | Jan 9, 2019 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation | Mar 19, 2022 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Linear-Covariance Loss for End-to-End Learning of 6D Pose Estimation | Mar 21, 2023 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework | Apr 3, 2022 | 3D Object Detection6D Pose Estimation | CodeCode Available | 1 | 5 |
| FSD: Fast Self-Supervised Single RGB-D to Categorical 3D Objects | Oct 19, 2023 | 3D Object Recognition6D Pose Estimation | CodeCode Available | 1 | 5 |
| FS6D: Few-Shot 6D Pose Estimation of Novel Objects | Mar 28, 2022 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| MarkerPose: Robust Real-time Planar Target Tracking for Accurate Stereo Pose Estimation | May 2, 2021 | 6D Pose EstimationKeypoint Detection | CodeCode Available | 1 | 5 |
| FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism | Mar 12, 2021 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Depth-based 6DoF Object Pose Estimation using Swin Transformer | Mar 3, 2023 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| GDRNPP: A Geometry-guided and Fully Learning-based Object Pose Estimator | Feb 24, 2021 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision | Jul 26, 2020 | 3D Car Instance Understanding3D Pose Estimation | CodeCode Available | 1 | 5 |
| GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting | Mar 15, 2022 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation | Oct 11, 2022 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| 3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation | Feb 7, 2023 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose Estimation | Jul 27, 2021 | 6D Pose EstimationMetric Learning | CodeCode Available | 1 | 5 |
| DeepIM: Deep Iterative Matching for 6D Pose Estimation | Mar 31, 2018 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| PCKRF: Point Cloud Completion and Keypoint Refinement With Fusion Data for 6D Pose Estimation | Oct 7, 2022 | 6D Pose EstimationPoint Cloud Completion | CodeCode Available | 1 | 5 |
| DCL-Net: Deep Correspondence Learning Network for 6D Pose Estimation | Oct 11, 2022 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object Detection in Point Clouds | Mar 5, 2021 | 3D Object Detection6D Pose Estimation | CodeCode Available | 1 | 5 |
| BundleTrack: 6D Pose Tracking for Novel Objects without Instance or Category-Level 3D Models | Aug 1, 2021 | 3D Object Tracking6D Pose Estimation | CodeCode Available | 1 | 5 |
| 6IMPOSE: Bridging the Reality Gap in 6D Pose Estimation for Robotic Grasping | Aug 30, 2022 | 6D Pose EstimationPose Estimation | CodeCode Available | 1 | 5 |
| CA-SpaceNet: Counterfactual Analysis for 6D Pose Estimation in Space | Jul 16, 2022 | 6D Pose EstimationCausal Inference | CodeCode Available | 1 | 5 |
| BOP: Benchmark for 6D Object Pose Estimation | Aug 24, 2018 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Category-Level 6D Object Pose and Size Estimation using Self-Supervised Deep Prior Deformation Networks | Jul 12, 2022 | 6D Pose EstimationObject | CodeCode Available | 1 | 5 |
| EfficientPose: An efficient, accurate and scalable end-to-end 6D multi object pose estimation approach | Nov 9, 2020 | 2D Object Detection6D Pose Estimation | CodeCode Available | 1 | 5 |
| DProST: Dynamic Projective Spatial Transformer Network for 6D Pose Estimation | Dec 16, 2021 | 6D Pose EstimationObject | CodeCode Available | 1 | 5 |
| EPOS: Estimating 6D Pose of Objects with Symmetries | Apr 1, 2020 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Enhancing 6-DoF Object Pose Estimation through Multiple Modality Fusion: A Hybrid CNN Architecture with Cross-Layer and Cross-Modal Integration | Sep 6, 2023 | 6D Pose Estimation6D Pose Estimation using RGBD | CodeCode Available | 1 | 5 |
| FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose Estimation | Mar 3, 2021 | 6D Pose EstimationPose Estimation | CodeCode Available | 1 | 5 |
| CosyPose: Consistent multi-view multi-object 6D pose estimation | Aug 19, 2020 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose Estimation | May 7, 2022 | 6D Pose EstimationBenchmarking | CodeCode Available | 1 | 5 |
| On Object Symmetries and 6D Pose Estimation from Images | Aug 20, 2019 | 6D Pose EstimationObject | CodeCode Available | 1 | 5 |
