Point cloud part segmentation on ShapeNetPart 52 (test)
84.7mIoU (Cls)BiXT
Evaluation Results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BiXTarchitecture=EncDec2024.02 | 84.7 | 86 | 84.4 | 82.7 | 86.3 | 80.9 | 90.2 | 80.1 | 92.1 | 87.8 | 82.3 | 95.9 | 78.1 | 95.9 | 84.9 | 67 | 82.4 | 83.9 | |
| PointMLP2024.02 | 84.6 | 86.1 | 83.5 | 83.4 | 87.5 | 80.5 | 90.3 | 78.2 | 92.2 | 88.1 | 82.6 | 96.2 | 77.5 | 95.8 | 85.4 | 64.6 | 83.3 | 84.3 | |
| BiXTmode=naïve2024.02 | 83.5 | 85.1 | 83.9 | 81.4 | 91.5 | 79 | 89.5 | 76.2 | 91.9 | 87.3 | 79.3 | 95.8 | 73.1 | 95 | 84.2 | 63.7 | 80.4 | 83.5 | |
| PointNet2024.02 | 80.4 | 83.7 | 83.4 | 78.7 | 82.5 | 74.9 | 89.6 | 73 | 91.5 | 85.9 | 80.8 | 95.3 | 65.2 | 93 | 81.2 | 57.9 | 72.8 | 80.6 |