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ResearchFormerly WizWand

2-way Few-Shot Semantic Segmentation on PASCAL-5i (fold-2)

59.9mIoUPPNet
42.7447.19551.6556.105Oct 30, 2021
Updated 8mo ago

Evaluation results

MethodLinks
PPNetShot=5-shot, Backbone=ResNet-50, Params=31.5M2021.1059.9
PPNet(w/o U)Shot=5-shot, Backbone=ResNet-50, Params=23.5M2021.1059.5
DENetShot=5-shot, Backbone=ResNet-50, Params=13.9M2021.1058.7
DENetShot=1-shot, Backbone=ResNet-50, Params=13.9M2021.1055.7
MFNetShot=5-shot, Backbone=ResNet-50, Params=9.4M2021.1055.6
PANetShot=5-shot, Backbone=ResNet-50, Params=23.5M2021.1052.3
MFNetShot=1-shot, Backbone=ResNet-50, Params=9.4M2021.1049.2
PPNetShot=1-shot, Backbone=ResNet-50, Params=31.5M2021.1047.7
PPNet(w/o U)Shot=1-shot, Backbone=ResNet-50, Params=23.5M2021.1045.8
PANetShot=1-shot, Backbone=ResNet-50, Params=23.5M2021.1043.4