Instance Segmentation on ScanNet v2 (test)
50.6APSSTNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SSTNetSupervision=100%2022.08 | 50.6 | 69.8 | 78.9 | |
| SoftGroupSupervision=100%2022.08 | 50.4 | 76.1 | 86.5 | |
| OccuSegSupervision=100%2022.08 | 48.6 | 67.2 | 78.8 | |
| HAISSupervision=100%2022.08 | 45.7 | 69.9 | 80.3 | |
| PointGroupSupervision=100%2022.08 | 40.7 | 63.6 | 77.8 | |
| 3D-MPASupervision=100%2022.08 | 35.5 | 61.1 | 73.7 | |
| RWSegSupervision=0.02%2022.08 | 34.8 | 56.7 | 73.9 | |
| OESSLLabel regime=50%2024.04 | 31.73 | 52.06 | 69.8 | |
| From ScratchLabel regime=50%2024.04 | 30.91 | 51.25 | 68.38 | |
| MSCLabel regime=50%2024.04 | 29.16 | 51.18 | 68.71 | |
| MTMLSupervision=100%2022.08 | 28.2 | 54.9 | 73.1 | |
| 3D-BoNetSupervision=100%2022.08 | 25.3 | 48.8 | 68.7 | |
| 3D-WSISSupervision=0.02%2022.08 | 25.1 | 47 | 67.8 | |
| OESSLLabel regime=20%2024.04 | 24.67 | 43.28 | 60.86 | |
| SegGroup (PointGroup)Supervision=0.02%2022.08 | 24.6 | 44.5 | 63.7 | |
| MSCLabel regime=20%2024.04 | 23.9 | 42.28 | 61.48 | |
| From ScratchLabel regime=20%2024.04 | 23.63 | 41.42 | 60.73 | |
| 3D-SISSupervision=100%2022.08 | 16.1 | 38.2 | 55.8 | |
| GSPNSupervision=100%2022.08 | 15.8 | 30.6 | 54.4 | |
| OESSLLabel regime=10%2024.04 | 15.3 | 30.6 | 49.94 | |
| MSCLabel regime=10%2024.04 | 13.42 | 27.3 | 44.82 | |
| From ScratchLabel regime=10%2024.04 | 12.63 | 25.9 | 43.33 |