Medical Point Cloud Completion on SkullFix
0.076Chamfer Distance (CD)PTv3 Encoder-Decoder
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PTv3 Encoder-Decoder2026.06 | 0.076 | 85.4 | 84.1 | 2.33 | |
| V-NetRepresentation=Voxel grid2026.06 | 0.104 | 85.6 | 85.1 | 2.15 | |
| PCFMBackbone=PTv3, Variant=Linear2026.06 | 0.113 | 84.2 | 81.6 | 2.4 | |
| PCFMBackbone=PTv3, Variant=Cosine2026.06 | 0.118 | 83.5 | 80.7 | 2.53 | |
| PCFMBackbone=PVCNN2026.06 | 0.138 | 82.3 | 75.9 | 3.04 | |
| 3D U-NetRepresentation=Voxel grid2026.06 | 0.14 | 85.1 | 85.2 | 2.32 | |
| PCDiffBackbone=PVCNN2026.06 | 0.141 | 82.1 | 80.1 | 2.83 | |
| PCDiffBackbone=PTv32026.06 | 0.186 | 74.4 | 72.1 | 4.58 |