Weak-label diagnostic only. 1 NG run(s), registration and defect extents are unvalidated, and local heater projection is invalid. Type is an observed diagnostic label, never a validated classifier.
image_2d prepared input · voxel_3d prepared input · point_6000 prepared input · graph_6000 prepared input
| representation | nodes/run | best loss | 14h06 MAE mm | 14h06 RMSE mm | CAD-correspondent Chamfer mm | registered-scan Chamfer mm | 14h06 weak AP |
|---|---|---|---|---|---|---|---|
| image_2d | 6000 | 0.5975 | 5.738 | 7.550 | 5.469 | 32.225 | 0.1428600761500438 |
| voxel_3d | 2592 | 0.5477 | 6.103 | 7.920 | 5.855 | 32.363 | 0.23467333127356058 |
| point_6000 | 6000 | 0.5764 | 5.645 | 7.402 | 5.174 | 33.931 | 0.057655521830424085 |
| graph_6000 | 6155 | 0.4298 | 5.914 | 7.649 | 5.111 | 32.728 | 0.17699639616153692 |
image_2d attribution (JSON) · voxel_3d attribution (JSON) · point_6000 attribution (JSON) · graph_6000 attribution (JSON)
Paper-inspired three-level kd-tree Graph U-Net inside the conditional DDPM. It is a weak-label, 1-run fit and is not a validation result.
| 14h06 | MAE mm ↓ | CAD Chamfer mm ↓ | weak AP ↑ | IoU@0.5 ↑ | uncertainty mm ↓ |
|---|---|---|---|---|---|
| graph_6000 | 5.914 | 5.111 | 0.177 | 0.0392 | 9.21 |
| graph_unet_6000 | 9.635 | 7.653 | 0.006 | 0.0013 | 17.09 |
same-view graph baseline vs TAG U-Net · metric comparison · kd-tree hierarchy · hierarchy JSON · attribution · full run report
