3D Semantic Segmentation on Semantic3D
53.7mIoUPLOVIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PLOVIS2026.04 | 53.7 | 70.4 | |
| MLP probingFine-tuning strategy=MLP probing2026.04 | 48.6 | 61.7 | |
| DG-Net2026.04 | 48.4 | 63.1 | |
| AAD-Net2026.04 | 48.1 | 61.1 | |
| ERDA2026.04 | 48 | 61.9 | |
| Decoder probingFine-tuning strategy=Decoder probing2026.04 | 45.6 | 59.2 | |
| Full fine-tuningFine-tuning strategy=Full fine-tuning2026.04 | 44.4 | 58.5 |