Region Segmentation on Matterport3D Top-40 NYU Classes (test)
53.6mAccPTv3-PPT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PTv3-PPTPre-training=ARKit LabelMaker, Evaluation Mode=Zero-shot2024.10 | 53.6 | 43.8 | 80.6 | |
| PTv3-PPTPre-training=without ARKit LabelMaker, Evaluation Mode=Zero-shot2024.10 | 51.2 | 41.4 | 79.9 | |
| OpenSceneEvaluation Mode=Zero-shot2024.10 | 50.9 | — | — | |
| MinkowskiNetTraining Data=Matterport3D (supervised), Evaluation Mode=Zero-shot2024.10 | 50.8 | — | — | |
| MinkowskiNetTraining Data=ARKit LabelMakerSN200 + ScanNet200, Evaluation Mode=Zero-shot2024.10 | 49.6 | 38.9 | 77.5 | |
| vanilla PTv3Training Data=ScanNet200, Evaluation Mode=Zero-shot2024.10 | 46.1 | 36.2 | 77.3 | |
| MinkowskiNetTraining Data=ScanNet200, Evaluation Mode=Zero-shot2024.10 | 43.5 | 33.1 | 74.5 |