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ResearchFormerly WizWand

Weakly supervised semantic segmentation on VOC 2012 (val)

70mIoUPMM
40.8848.445663.56Apr 3, 2018Oct 27, 2018May 23, 2019Dec 16, 2019Jul 11, 2020Feb 3, 2021Aug 30, 2021
Updated 8mo ago

Evaluation results

MethodLinks
PMMExtra Info=None, Backbone=Res2Net2021.0870
LIIDExtra Info=Segment-based object proposals (SOP), Backbone=VGG2021.0869.4
PMMExtra Info=None, Backbone=ResNet2021.0868.5
Li et al.Extra Info=External saliency models (S), Backbone=ResNet2021.0868.2
ICDExtra Info=External saliency models (S), Backbone=ResNet2021.0867.8
SGANExtra Info=External saliency models (S), Backbone=ResNet2021.0867.1
PMMExtra Info=None, Backbone=ScaleNet2021.0867.1
LIIDExtra Info=Segment-based object proposals (SOP), Backbone=ResNet2021.0866.5
SDIExtra Info=D+BSDS, Backbone=ResNet2021.0865.7
OAA+Extra Info=External saliency models (S), Backbone=ResNet2021.0865.2
FickleNetExtra Info=External saliency models (S), Backbone=ResNet2021.0864.9
BoxSupExtra Info=Supervision of detection (D), Backbone=VGG2021.0862
DSRGExtra Info=MSRA-B, Backbone=ResNet2021.0861.4
PRMComments=Object segment proposals, Negligible training costs=true2018.0453.4
CombiningComments=CRF as RNN, Negligible training costs=false2018.0452.8
Check maskComments=CRF & Human in the loop, Negligible training costs=false2018.0451.5
SECComments=CRF as boundary loss, Negligible training costs=false2018.0450.7
WILDCATComments=CRF post-processing, Negligible training costs=true2018.0443.7
MIL+ILP+SP-segComments=Object segment proposals, Negligible training costs=true2018.0442