3D Semantic Segmentation on ScanNet old (test)
78.71mIoU (B)Fully Supervised
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fully SupervisedNumber of shots=5-shot2025.03 | 78.71 | 60.37 | 72.91 | 68.33 | |
| Fully SupervisedNumber of shots=1-shot2025.03 | 78.71 | 60.37 | 72.91 | 68.33 | |
| GFS-VLNumber of shots=1-shot2025.03 | 78.56 | 49.72 | 69.45 | 60.88 | |
| GFS-VLNumber of shots=5-shot2025.03 | 78.3 | 51.22 | 69.75 | 61.91 | |
| GWNumber of shots=5-shot2025.03 | 40.18 | 18.58 | 33.7 | 25.39 | |
| GWNumber of shots=1-shot2025.03 | 40.06 | 14.78 | 32.47 | 21.55 | |
| CAPLNumber of shots=1-shot2025.03 | 38.7 | 10.59 | 30.27 | 16.53 | |
| CAPLNumber of shots=5-shot2025.03 | 38.22 | 14.39 | 31.07 | 20.88 | |
| PIFSNumber of shots=1-shot2025.03 | 35.8 | 2.54 | 25.82 | 4.75 | |
| PIFSNumber of shots=5-shot2025.03 | 35.14 | 3.21 | 25.56 | 5.88 | |
| attMPTINumber of shots=5-shot2025.03 | 16.31 | 3.12 | 12.35 | 5.21 | |
| attMPTINumber of shots=1-shot2025.03 | 12.97 | 1.62 | 9.57 | 2.88 |