Semantic Segmentation on S3DIS (Area 1)
84.1mIoUPonderV2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PonderV2Pre-training strategy=PonderV22023.10 | 84.1 | — | 90.8 | 93.7 | |
| PPTPre-training strategy=PPT2023.10 | 83 | — | 90.3 | 93.5 | |
| DGCNN (Ours)Pre-training=Self-supervised (Ours), Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 61.64 | 68.71 | — | — | |
| DGCNN (VoxelSSL)Pre-training=VoxelSSL, Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 61.26 | 57.2 | — | — | |
| DGCNN (Random Init)Pre-training=None, Few-shot Setting=5-way 10-shot, Backbone=DGCNN2020.09 | 61.07 | 68.24 | — | — |