Semantic Segmentation on S3DIS (Area 6)
87.4mIoUPonderV2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PonderV2Pre-training strategy=PonderV22023.10 | 87.4 | 92.8 | 94.8 | |
| PPTPre-training strategy=PPT2023.10 | 86.4 | 92.5 | 94.5 | |
| DGCNN (Ours)Pre-training=Self-supervised (Ours), Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 63.52 | 66.88 | — | |
| DGCNN (Random Init)Pre-training=None, Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 63.48 | 70.27 | — | |
| DGCNN (VoxelSSL)Pre-training=VoxelSSL, Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 60.65 | 65.82 | — |