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ResearchFormerly WizWand

Semantic Segmentation on PASCAL VOC 1/8 subset 2012 (val)

77.75mIoUFPL+CPS w/ cutmix
65.675668.810371.94575.0797Mar 31, 2021Jul 3, 2021Oct 5, 2021Jan 7, 2022Apr 11, 2022Jul 14, 2022Oct 16, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FPL+CPS w/ cutmixBackbone=ResNet-1012022.1077.75
FPL+AELBackbone=ResNet-1012022.1076.73
AELBackbone=ResNet-1012022.1076.58
CPS w/ cutmixBackbone=ResNet-1012022.1076.44
FPL+CPS w/o cutmixBackbone=ResNet-1012022.1075.74
CPS w/o cutmixBackbone=ResNet-1012022.1074.97
CACBackbone=ResNet-1012022.1074.6
FPL+CPS w/ cutmixBackbone=ResNet-502022.1073.74
FPL+AELBackbone=ResNet-502022.1073.69
CPS w/ cutmixBackbone=ResNet-502022.1073.44
GCTBackbone=ResNet-1012022.1073.3
MTBackbone=ResNet-1012022.1073.2
AELBackbone=ResNet-502022.1073.17
FPL+CPS w/o cutmixBackbone=ResNet-502022.1073.03
CCTBackbone=ResNet-1012022.1073
CPS w/o cutmixBackbone=ResNet-502022.1072.79
CutMix-SegBackbone=ResNet-1012022.1072.69
CACBackbone=ResNet-502022.1072.4
CCTBackbone=ResNet-502022.1070.87
MTBackbone=ResNet-502022.1070.78
ClassMix + RIST# of labeled images=1322, Subset=1/82021.0370.76
CutMix-SegBackbone=ResNet-502022.1070.7
ClassMix + GIST# of labeled images=1322, Subset=1/82021.0370.65
S4GAN + GIST# of labeled images=1322, Subset=1/82021.0370.61
GCTBackbone=ResNet-502022.1070.47
S4GAN + RIST# of labeled images=1322, Subset=1/82021.0370.31
Supervised + GIST# of labeled images=1322, Subset=1/82021.0370.27
Supervised + RIST# of labeled images=1322, Subset=1/82021.0369.9
S4GAN# of labeled images=1322, Subset=1/82021.0368.56
Supervised# of labeled images=1322, Subset=1/82021.0367.44
ClassMix# of labeled images=1322, Subset=1/82021.0366.14