Masked Part Prediction on Fusion 360 Gallery Assembly dataset
6.34Top-1Linkify
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LinkifyPoint cloud encoder=PointMAE2026.07 | 6.34 | 13.02 | 16.92 | 23.56 | 44.76 | 6.01 | 7.8 | 6.34 | |
| LogRegPoint cloud encoder=PointMAE2026.07 | 5.99 | 13.46 | 16.89 | 25.93 | 50.98 | 4.68 | 4.67 | 5.99 | |
| k-NNPoint cloud encoder=PointMAE2026.07 | 3.93 | 7.23 | 12.08 | 13.36 | 21.61 | 3.65 | 4.26 | 3.93 | |
| MCPoint cloud encoder=PointMAE2026.07 | 0.59 | — | — | — | — | 6 | 3 | 0.59 | |
| RGPoint cloud encoder=PointMAE2026.07 | 0.23 | 0.5 | 0.99 | 2.15 | 10.75 | 0.24 | 0.34 | 0.23 |