Semantic Segmentation on S3DIS (Area 3)
87.1mIoUPPT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PPTPre-training strategy=PPT2023.10 | 87.1 | 91.8 | |
| PonderV2Pre-training strategy=PonderV22023.10 | 85.1 | 90.9 | |
| DGCNN (Ours)Pre-training=Self-supervised (Ours), Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 64.87 | 67.07 | |
| DGCNN (VoxelSSL)Pre-training=VoxelSSL, Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 64.45 | 65.17 | |
| DGCNN (Random Init)Pre-training=None, Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 62.48 | 66.02 |