Semantic Instance Segmentation on S3DIS 10% masks
42.9APFreePoint
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FreePointPre-training=Unsupervised2023.05 | 42.9 | 54.6 | 61.1 | |
| FreePointPre-training=Unsupervised on ScanNet2023.05 | 37.2 | 48.1 | 59.3 | |
| CSCPre-training=Unsupervised2023.05 | 37.1 | 50.7 | 57.1 | |
| SupervisedPre-training=Supervised (ScanNet)2023.05 | 36.9 | 50.1 | 55.5 | |
| DepthContrastPre-training=Unsupervised2023.05 | 36.8 | 49 | 57.3 | |
| PointContrastPre-training=Unsupervised2023.05 | 36.1 | 49.4 | 56.8 | |
| Train from scratchPre-training=None2023.05 | 34.7 | 47.6 | 56.3 | |
| CSCPre-training=Unsupervised on ScanNet2023.05 | 32.7 | 42.7 | 54.4 | |
| SupervisedPre-training=Supervised on ScanNet2023.05 | 32.4 | 41.8 | 52.3 | |
| DepthContrastPre-training=Unsupervised on ScanNet2023.05 | 32.2 | 41.5 | 53.7 | |
| PointContrastPre-training=Unsupervised on ScanNet2023.05 | 31 | 42.2 | 53.5 | |
| Train from scratchPre-training=None2023.05 | 30.1 | 41.2 | 52.2 |