Semantic Segmentation on NYU Depth v2
Metric: mIoU (higher is better)
Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AsymFormer | 54.1 | No | AsymFormer: Asymmetrical Cross-Modal Representat... | 2023-09-25 | Code |
| 2 | Light-Weight-RefineNet-152 | 44.4 | No | Light-Weight RefineNet for Real-Time Semantic Se... | 2018-10-08 | Code |
| 3 | Light-Weight-RefineNet-101 | 43.6 | No | Light-Weight RefineNet for Real-Time Semantic Se... | 2018-10-08 | Code |
| 4 | TD2-PSP50 | 43.5 | No | Temporally Distributed Networks for Fast Video S... | 2020-04-03 | Code |
| 5 | PSPNet101 | 43.2 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 6 | Multi-Task Light-Weight-RefineNet | 42 | No | Real-Time Joint Semantic Segmentation and Depth ... | 2018-09-13 | Code |
| 7 | PSPNet50 | 41.8 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 8 | Light-Weight-RefineNet-50 | 41.7 | No | Light-Weight RefineNet for Real-Time Semantic Se... | 2018-10-08 | Code |
| 9 | TD4-PSP18 | 37.4 | No | Temporally Distributed Networks for Fast Video S... | 2020-04-03 | Code |
| 10 | PSPNet18 | 35.9 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |