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ResearchFormerly WizWand

Referring Expression Object Segmentation on RefCOCO UMD (testA)

81.14Accuracy (IoU > 0.5)MAttNet
57.698463.784269.8775.9558Oct 10, 2019
Updated 8mo ago

Evaluation results

MethodLinks
MAttNetInfo=Attribute prediction, Attention module, Location, Relationships2019.1081.14
full modelInfo=Location, Joint training2019.1080.34
+ spatial-aware filtersInfo=Location2019.1079.3
+ caption-aware consistencyInfo=Joint training2019.1078.84
+ spatial coordsInfo=Location2019.1078.57
baseline2019.1076.65
Yu et al.Info=Joint training2019.1073.78
VCInfo=Context2019.1073.33
Liu et al.Info=Attribute prediction, Joint training2019.1072.08
Luo et al.Info=Joint training2019.1067.94
Nagaraja et al.Info=Context2019.1058.6