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ResearchFormerly WizWand

Referring Expression Object Segmentation on RefCOCO UMD (testB)

70.62Accuracy (IoU > 0.5)full model
54.562458.731262.967.0688Oct 10, 2019
Updated 8mo ago

Evaluation results

MethodLinks
full modelInfo=Location, Joint training2019.1070.62
MAttNetInfo=Attribute prediction, Attention module, Location, Relationships2019.1069.99
+ spatial-aware filtersInfo=Location2019.1069.75
+ caption-aware consistencyInfo=Joint training2019.1069.36
+ spatial coordsInfo=Location2019.1068.54
VCInfo=Context2019.1067.44
baseline2019.1065.75
Yu et al.Info=Joint training2019.1063.83
Liu et al.Info=Attribute prediction, Joint training2019.1057.29
Nagaraja et al.Info=Context2019.1056.4
Luo et al.Info=Joint training2019.1055.18