2D Semantic Segmentation on Stanford2D3D Panoramic
Metric: 3DIoU (higher is better)
Metric: 3DIoU (higher is better)
| # | Model↕ | 3DIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DMH-Net | 84.93 | No | 3D Room Layout Estimation from a Cubemap of Pano... | 2022-07-19 | Code |
| 2 | SSLayout360 | 84.66 | No | SSLayout360: Semi-Supervised Indoor Layout Estim... | 2021-03-25 | Code |
| 3 | LED2-Net | 83.77 | No | LED2-Net: Monocular 360 Layout Estimation via Di... | 2021-04-01 | Code |
| 4 | AtlantaNet | 82.43 | No | - | - | Code |
| 5 | OmniLayout | 81.2 | No | OmniLayout: Room Layout Reconstruction from Indo... | 2021-04-19 | - |
| 6 | HoHoNet (ResNet-101) | 79.88 | No | HoHoNet: 360 Indoor Holistic Understanding with ... | 2020-11-23 | Code |
| 7 | HorizonNet | 79.79 | No | HorizonNet: Learning Room Layout with 1D Represe... | 2019-01-12 | Code |
| 8 | DuLa-Net | 79.36 | No | DuLa-Net: A Dual-Projection Network for Estimati... | 2018-11-29 | Code |
| 9 | LayoutNet | 76.33 | No | LayoutNet: Reconstructing the 3D Room Layout fro... | 2018-03-23 | Code |