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ResearchFormerly WizWand

Semantic Segmentation on Cityscapes 1/8 subset (val)

72.29mIoUPC2Seg
58.260461.902765.54569.1873Mar 31, 2021Apr 23, 2021May 17, 2021Jun 10, 2021Jul 3, 2021Jul 27, 2021Aug 20, 2021
Updated 8mo ago

Evaluation results

MethodLinks
PC2SegBackbone=ResNet-101, Base Architecture=DeepLab-v3+2021.0872.29
PC2SegBackbone=ResNet-50, Base Architecture=DeepLab-v3+2021.0872.11
PseudoSegBackbone=ResNet-101, Base Architecture=DeepLab-v3+2021.0869.81
Sup. baselineBackbone=ResNet-101, Base Architecture=DeepLab-v3+2021.0868.72
Sup. baselineBackbone=ResNet-50, Base Architecture=DeepLab-v3+2021.0868.06
CutMixBackbone=ResNet-101, Base Architecture=DeepLab-v3+2021.0865.82
DMTBackbone=ResNet-101, Base Architecture=DeepLab-v22021.0863.03
ClassMix + RIST# of labeled images=371, Subset=1/82021.0362.57
S4GAN + RIST# of labeled images=371, Subset=1/82021.0362.5
ClassMix + GIST# of labeled images=371, Subset=1/82021.0362.44
ClassMix# of labeled images=371, Subset=1/82021.0361.56
Supervised + RIST# of labeled images=371, Subset=1/82021.0361.38
ClassMixBackbone=ResNet-101, Base Architecture=DeepLab-v22021.0861.35
S4GAN + GIST# of labeled images=371, Subset=1/82021.0361.27
S4GAN# of labeled images=371, Subset=1/82021.0360.95
Supervised + GIST# of labeled images=371, Subset=1/82021.0360.94
Supervised# of labeled images=371, Subset=1/82021.0359.9
sGANBackbone=ResNet-101, Base Architecture=DeepLab-v22021.0859.3
AdvSemSegBackbone=ResNet-101, Base Architecture=DeepLab-v22021.0858.8