3D Object Segmentation on ScanNet 2017 (val)
61.2APMask3D
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Mask3DSupervision=Supervised2026.05 | 61.2 | 83 | 93 | |
| FoundObjProtocol=Self-supervised features followed by NCut2026.05 | 24.2 | 46.2 | 74.7 | |
| Concerto+DINOv2Protocol=Self-supervised features followed by NCut2026.05 | 19.8 | 41.2 | 72.2 | |
| Part2ObjectSupervision=Unsupervised2026.05 | 19.6 | 38.4 | 64.9 | |
| UnScene3DSupervision=Unsupervised2026.05 | 18.5 | 37.8 | 63.7 | |
| ConcertoProtocol=Self-supervised features followed by NCut2026.05 | 18.2 | 38.4 | 71.6 | |
| UnScene3D-DINOSupervision=Unsupervised2026.05 | 17.7 | 35.6 | 62.2 | |
| TRELLIS+DINOv2Protocol=Self-supervised features followed by NCut2026.05 | 16.4 | 36.8 | 66.7 | |
| UnScene3D-CSCSupervision=Unsupervised2026.05 | 16.2 | 32.2 | 57.6 | |
| GrabSSupervision=Unsupervised2026.05 | 14 | 27.2 | 39.4 | |
| EFEMSupervision=Unsupervised2026.05 | 8 | 16.7 | 22.3 |