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ResearchFormerly WizWand

Weakly-supervised semantic segmentation on MS COCO 2014 (val)

41.5mIoUURN
19.55625.25330.9536.647Aug 30, 2021Sep 16, 2021Oct 4, 2021Oct 22, 2021Nov 8, 2021Nov 26, 2021Dec 14, 2021
Updated 8mo ago

Evaluation results

MethodLinks
URNBackbone=Res2Net-101, Supervision=I2021.1241.5
URNBackbone=ScaleNet-101, Supervision=I2021.1240.8
URNBackbone=ResNet-101, Supervision=I2021.1240.7
URNBackbone=ResNet-38, Supervision=I2021.1240.5
PMMBackbone=ScaleNet-101, Supervision=I2021.1240.2
PMMBackbone=ScaleNet101, RW=false2021.0840.2
PMMExtra Info=None, Backbone=ScaleNet2021.0840.2
PMMBackbone=ResNet-38, Supervision=I2021.1236.7
PMMBackbone=ResNet38, RW=false2021.0836.7
PMMExtra Info=None, Backbone=ResNet2021.0836.7
PMMBackbone=Res2Net-101, Supervision=I2021.1235.7
PMMBackbone=Res2Net101, RW=false2021.0835.7
PMMExtra Info=None, Backbone=Res2Net2021.0835.7
SGANBackbone=ResNet-101, Supervision=I+S2021.1233.6
SGANExtra Info=External saliency models (S), Backbone=ResNet2021.0833.6
CONTABackbone=ResNet-38, Supervision=I2021.1232.8
CONTABackbone=ResNet38, RW=true2021.0832.8
SEAMBackbone=ResNet-38, Supervision=I2021.1231.7
SEAMBackbone=ResNet38, RW=true, variant=baseline2021.0831.7
Li et al.Backbone=ResNet-101, Supervision=I+S2021.1228.4
Li et al.Extra Info=External saliency models (S), Backbone=VGG2021.0828.4
DSRGBackbone=ResNet-101, Supervision=Z+ESnE+MSRA-B2021.1226
DSRGExtra Info=MSRA-B, Backbone=VGG2021.0826
SECBackbone=VGG16, Supervision=I2021.1222.4
SECBackbone=VGG16, RW=false2021.0822.4
BFBPBackbone=VGG16, Supervision=I2021.1220.4
BFBPBackbone=VGG16, RW=false2021.0820.4