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ResearchFormerly WizWand

Semantic Segmentation on Cityscapes (val) (mIoU (MS))

82.7mIoU (MS)DeepLabv3+
78.95679.92880.981.872May 12, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DeepLabv3+Backbone=ResNeSt-2002021.0582.7
SETR-L PUPBackbone=ViT-L/162021.0582.2
Panoptic-DeeplabBackbone=Xception-712021.0581.5
CCNetBackbone=ResNet-1012021.0581.3
Seg-L-Mask/16Backbone=ViT-L/162021.0581.3
Seg-L/16Backbone=ViT-L/162021.0580.7
Seg-B-Mask/16Backbone=DeiT-B/162021.0580.6
DNLBackbone=ResNet-1012021.0580.5
Seg-B/16Backbone=DeiT-B/162021.0580.5
DeepLabv3+Backbone=ResNeSt-1012021.0580.4
MDEQBackbone=MDEQ2021.0580.3
ANNBackbone=ResNet-1012021.0579.9
DeepLabv3+Backbone=Xception-712021.0579.6
PSANetBackbone=ResNet-1012021.0579.1