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ResearchFormerly WizWand

Semantic Segmentation on Cityscapes v1.1 (test)

82.5mIoUOCNet (w/ ASP-OC)
73.24475.64778.0580.453Sep 4, 2018
Updated 8mo ago

Evaluation results

MethodLinks
OCNet (w/ ASP-OC)Backbone=HRNetV2-48, Validation=true, OHEM=true, multi-scale testing=true, flip testing=true2018.0982.5
ACNetBackbone=ResNet-101, Validation=true2018.0982.3
OCNet (w/ Base-OC)Backbone=HRNetV2-48, Validation=true, OHEM=true, multi-scale testing=true, flip testing=true2018.0982
OCNet (w/ ASP-OC)Backbone=ResNet-101, Validation=true, OHEM=true, multi-scale testing=true, flip testing=true2018.0981.9
ACFNetBackbone=ResNet-101, Validation=true2018.0981.8
HRNetBackbone=HRNetV2-48, Validation=true2018.0981.6
DANetBackbone=ResNet-101, Validation=true2018.0981.5
BFPBackbone=ResNet-101, Validation=true2018.0981.4
CCNetBackbone=ResNet-101, Validation=true2018.0981.4
OCNet (w/ Base-OC)Backbone=ResNet-101, Validation=true, OHEM=true, multi-scale testing=true, flip testing=true2018.0981.4
Asymmetric NLBackbone=ResNet-101, Validation=true2018.0981.3
SeENetBackbone=ResNet-101, Validation=true2018.0981.2
SPGNetBackbone=2x ResNet-50, Validation=true2018.0981.1
SVCNetBackbone=ResNet-101, Validation=true2018.0981
DenseASPPBackbone=DenseNet-161, Validation=true2018.0980.6
PSANetBackbone=ResNet-101, Validation=true2018.0980.1
CFNetBackbone=ResNet-101, Validation=true2018.0979.6
TKCNBackbone=ResNet-101, Validation=true2018.0979.5
DFNBackbone=ResNet-101, Validation=true2018.0979.3
AAFBackbone=ResNet-101, Validation=false2018.0979.1
BiSeNetBackbone=ResNet-101, Validation=true2018.0978.9
PSANetBackbone=ResNet-101, Validation=false2018.0978.6
PSPNetBackbone=ResNet-101, Validation=false2018.0978.4
DepthSegBackbone=ResNet-101, Validation=true2018.0978.2
SACBackbone=ResNet-101, Validation=true2018.0978.1
DSSPNBackbone=ResNet-101, Validation=true2018.0977.8
DUC-HDCBackbone=ResNet-101, Validation=true2018.0977.6
RefineNetBackbone=ResNet-101, Validation=true2018.0973.6