3D on REAL275
Metric: mAP 10, 5cm (higher is better)
Metric: mAP 10, 5cm (higher is better)
| # | Model↕ | mAP 10, 5cm▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GenPose https://github.com/Jiyao06/GenPose | 84 | No | GenPose: Generative Category-level Object Pose E... | 2023-06-18 | - |
| 2 | gcasp | 76.3 | No | Generative Category-Level Shape and Pose Estimat... | 2022-10-03 | Code |
| 3 | GPV-Pose | 73.3 | No | GPV-Pose: Category-level Object Pose Estimation ... | 2022-03-15 | Code |
| 4 | DualPoseNet | 66.8 | No | DualPoseNet: Category-level 6D Object Pose and S... | 2021-03-11 | Code |
| 5 | UDA-COPE | 66 | No | UDA-COPE: Unsupervised Domain Adaptation for Cat... | 2021-11-24 | - |
| 6 | CenterSnap | 64.3 | No | CenterSnap: Single-Shot Multi-Object 3D Shape Re... | 2022-03-03 | Code |
| 7 | FS-Net | 60.8 | No | FS-Net: Fast Shape-based Network for Category-Le... | 2021-03-12 | Code |
| 8 | CPPF | 44.9 | No | CPPF: Towards Robust Category-Level 9D Pose Esti... | 2022-03-07 | Code |
| 9 | NOCS (128 bins) | 26.7 | No | Normalized Object Coordinate Space for Category-... | 2019-01-09 | Code |