Semantic Segmentation on S3DIS (Area 4)
74.1mIoUPPT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PPTPre-training strategy=PPT2023.10 | 74.1 | 84 | |
| PonderV2Pre-training strategy=PonderV22023.10 | 73.4 | 81.9 | |
| DGCNN (Ours)Pre-training=Self-supervised (Ours), Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 62.9 | 71.6 | |
| DGCNN (VoxelSSL)Pre-training=VoxelSSL, Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 62.35 | 65.87 | |
| DGCNN (Random Init)Pre-training=None, Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 60.89 | 66.68 |