| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Part Segmentation | PartNeXT | IoU71.53 | 6 | |
| 3D Part Assembly | PartNeXt 2025a | Reconstruction Error (RE)42.33 | 5 | |
| 3D Part Assembly | PartNeXt 2025a (Complete) | RE45.12 | 5 | |
| 3D Shape Completion | PartNeXt missing-part setting 2–20 parts | CD (L1)9.39 | 4 | |
| 3D Shape Generation | PartNeXt (test) | CD-L16.53 | 3 | |
| Interactive part segmentation | PartNeXT | IoU@154.86 | 3 |