3D Volumetric Representation Learning on BuildingNet
0.003MSESWAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SWANComponent=Autoencoder only2026.02 | 0.003 | 25.585 | 83.9 | 91.2 | |
| HQComponent=Autoencoder only2026.02 | 0.005 | 23.588 | 67.2 | 80.2 | |
| VARComponent=Autoencoder only2026.02 | 0.006 | 22.736 | 61.6 | 76.1 | |
| RQComponent=Autoencoder only2026.02 | 0.008 | 21.886 | 47.6 | 64.2 | |
| VQComponent=Autoencoder only2026.02 | 0.025 | 16.374 | 32.7 | 48.9 | |
| DRGNComponent=Autoencoder only2026.02 | 0.025 | 16.983 | 20.7 | 34.1 | |
| TargetComponent=Autoencoder only2026.02 | 0.049 | 13.48 | 14.7 | 25.3 |