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ResearchFormerly WizWand

Semantic Segmentation on Cityscapes (val) (IoU)

82.2mIoUSSMA
61.50466.87772.2577.623Aug 11, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SSMAData modality=RGB-D, Extra data=true, Backbone=ResNet50, #Params.=56.44M2021.0882.2
AsymFusionData modality=RGB-D, Extra data=false, Backbone=Xecption65, #Params.=43.52M2021.0882.1
AdapNet++Data modality=RGB, Extra data=true, Backbone=ResNet50, #Params.=30.20M2021.0881.2
PSPNetData modality=RGB, Extra data=false, Backbone=ResNet101, #Params.=56.27M2021.0880.9
DPCData modality=RGB, Extra data=false, Backbone=Xecption65, #Params.=41.82M2021.0880.9
DRNData modality=RGB, Extra data=false, Backbone=WideResNet38, #Params.=129.16M2021.0879.7
DeepLabv3+Data modality=RGB, Extra data=false, Backbone=Xecption65, #Params.=43.48M, Re-implemented=true2021.0879.4
DeepLabv3Data modality=RGB, Extra data=false, Backbone=ResNet101, #Params.=58.16M2021.0879.3
DeepLabv3+Data modality=RGB, Extra data=false, Backbone=Xecption65, #Params.=43.48M2021.0878.8
MapilaryData modality=RGB, Extra data=false, Backbone=WideResNet38, #Params.=135.86M2021.0878.3
DeepLabv3+Data modality=Depth, Extra data=false, Backbone=Xecption65, #Params.=43.48M, Re-implemented=true2021.0862.3