Semantic Segmentation on ScanNet (5% scenes)
54.5mIoUOurs
Evaluation results
| Method | Links | |
|---|---|---|
| OursBB=HUNet, Protocol=Linear2025.04 | 54.5 | |
| OursBB=HUNet, Protocol=NN2025.04 | 53.6 | |
| Supervised (SR-UNet)BB=SR-UNet, Protocol=Supervised2025.04 | 47.8 | |
| MSC (HUNet)BB=HUNet, Protocol=Linear2025.04 | 44.3 | |
| Supervised (HUNet)BB=HUNet, Protocol=Supervised2025.04 | 36.4 | |
| MSC (SR-UNet)BB=SR-UNet, Protocol=Linear2025.04 | 31.4 | |
| MSC (HUNet)BB=HUNet, Protocol=NN2025.04 | 30.6 | |
| OESSLBB=SR-UNet, Protocol=Linear2025.04 | 28.5 | |
| MM3DBB=PT, Protocol=Linear2025.04 | 22.6 | |
| MSC (SR-UNet)BB=SR-UNet, Protocol=NN2025.04 | 21.6 | |
| CSCBB=SR-UNet, Protocol=Linear2025.04 | 21.2 | |
| OESSLBB=SR-UNet, Protocol=NN2025.04 | 20.8 | |
| CSCBB=SR-UNet, Protocol=NN2025.04 | 16.2 | |
| MM3DBB=PT, Protocol=NN2025.04 | 13 |