Semantic Segmentation on Cityscapes (val) (IoU)
82.2mIoUSSMA
Evaluation Results
| Method | Links | |
|---|---|---|
| SSMAData modality=RGB-D, Extra data=true, Backbone=ResNet50, #Params.=56.44M2021.08 | 82.2 | |
| AsymFusionData modality=RGB-D, Extra data=false, Backbone=Xecption65, #Params.=43.52M2021.08 | 82.1 | |
| AdapNet++Data modality=RGB, Extra data=true, Backbone=ResNet50, #Params.=30.20M2021.08 | 81.2 | |
| PSPNetData modality=RGB, Extra data=false, Backbone=ResNet101, #Params.=56.27M2021.08 | 80.9 | |
| DPCData modality=RGB, Extra data=false, Backbone=Xecption65, #Params.=41.82M2021.08 | 80.9 | |
| DRNData modality=RGB, Extra data=false, Backbone=WideResNet38, #Params.=129.16M2021.08 | 79.7 | |
| DeepLabv3+Data modality=RGB, Extra data=false, Backbone=Xecption65, #Params.=43.48M, Re-implemented=true2021.08 | 79.4 | |
| DeepLabv3Data modality=RGB, Extra data=false, Backbone=ResNet101, #Params.=58.16M2021.08 | 79.3 | |
| DeepLabv3+Data modality=RGB, Extra data=false, Backbone=Xecption65, #Params.=43.48M2021.08 | 78.8 | |
| MapilaryData modality=RGB, Extra data=false, Backbone=WideResNet38, #Params.=135.86M2021.08 | 78.3 | |
| DeepLabv3+Data modality=Depth, Extra data=false, Backbone=Xecption65, #Params.=43.48M, Re-implemented=true2021.08 | 62.3 |