3D Instance Segmentation on S3DIS B6 N6
51.8mAP50 (Base)Lowis3D
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Lowis3DCN prior=false2023.08 | 51.8 | 24.2 | 15.8 | |
| Lowis3D2023.12 | 51.8 | — | 15.8 | |
| Fully-Sup.CN prior=true2022.11 | 50 | 57.4 | 67.5 | |
| Fully-Sup.CN prior=true2023.08 | 50 | 57.4 | 67.5 | |
| Open3DIS2023.12 | 50 | — | 29 | |
| PLA (w/o Cap.)CN prior=false2022.11 | 49.2 | 1.3 | 1.2 | |
| PLACN prior=false2022.11 | 46.9 | 16 | 9.8 | |
| PLACN prior=false2023.08 | 46.9 | 16 | 9.8 | |
| PLA2023.12 | 46.9 | — | 9.8 | |
| PLA (w/ self-train)CN prior=true2022.11 | 45.6 | 23.4 | 15.8 | |
| LSeg-3DCN prior=false2022.11 | 41.4 | 1.1 | 0.5 | |
| OV-SoftGroupCN prior=false2023.08 | 41.4 | 1.1 | 0.5 | |
| LSeg-3D2023.12 | 41.1 | — | 0.5 |