Semantic Segmentation on ScanNet++ new (test)
65.45mIoU (Boundary)Fully Supervised
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fully SupervisedShots=5-shot2025.03 | 65.45 | 37.24 | 48.53 | 47.47 | |
| Fully SupervisedShots=1-shot2025.03 | 65.45 | 37.24 | 48.53 | 47.47 | |
| GFS-VLShots=1-shot2025.03 | 61.39 | 19.42 | 36.21 | 29.47 | |
| GFS-VLShots=5-shot2025.03 | 60.05 | 21.66 | 37.02 | 31.82 | |
| COSegShots=5-shot2025.03 | 59.34 | 6.96 | 27.91 | 12.45 | |
| COSegShots=1-shot2025.03 | 58.49 | 6.24 | 27.14 | 11.26 | |
| attMPTIShots=5-shot2025.03 | 55.89 | 4.19 | 24.87 | 7.78 | |
| attMPTIShots=1-shot2025.03 | 53.16 | 3.55 | 23.4 | 6.66 | |
| GWShots=5-shot2025.03 | 51.35 | 11.03 | 27.16 | 18.15 | |
| GWShots=1-shot2025.03 | 46.71 | 6.63 | 22.66 | 11.59 | |
| PIFSShots=5-shot2025.03 | 39.98 | 5.74 | 19.44 | 10.03 | |
| PIFSShots=1-shot2025.03 | 36.66 | 4.95 | 17.63 | 8.71 |