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ResearchFormerly WizWand

Partial Domain Adaptation on VisDA Synthetic-12 -> Real-6 2017

76.5AccuracyPADA
44.010452.445260.8869.3148Nov 19, 2018Feb 11, 2019May 7, 2019Jul 31, 2019Oct 23, 2019Jan 16, 2020Apr 10, 2020
Updated 8mo ago

Evaluation results

MethodLinks
PADABackbone=ResNet-502020.0476.5
DRCNBackbone=ResNet-50, Labeling Strategy=hard label2020.0474.2
RevGradBackbone=ResNet-502020.0473.8
DRCNBackbone=ResNet-50, Labeling Strategy=soft label2020.0473.2
RTNBackbone=ResNet-502020.0472.9
IWANBackbone=ResNet-502020.0471.3
SAFN*Backbone=ResNet-50, Partial Setting=Synthetic-12 -> Real-62018.1170.67
SANBackbone=ResNet-502020.0469.7
DANBackbone=ResNet-502020.0468.4
SAFNBackbone=ResNet-50, Partial Setting=Synthetic-12 -> Real-62018.1167.65
HAFNBackbone=ResNet-50, Partial Setting=Synthetic-12 -> Real-62018.1165.06
ResNetBackbone=ResNet-502020.0464.3
DRCNBackbone=ResNet-50, Labeling Strategy=soft label2020.0458.2
DRCNBackbone=ResNet-50, Labeling Strategy=hard label2020.0457.2
PADA*Backbone=ResNet-50, Partial Setting=Synthetic-12 -> Real-62018.1153.53
PADABackbone=ResNet-502020.0453.5
DANNBackbone=ResNet-50, Partial Setting=Synthetic-12 -> Real-62018.1151.01
RevGradBackbone=ResNet-502020.0451
RTNBackbone=ResNet-502020.0450
SANBackbone=ResNet-502020.0449.9
IWANBackbone=ResNet-502020.0448.6
DANBackbone=ResNet-50, Partial Setting=Synthetic-12 -> Real-62018.1147.6
DANBackbone=ResNet-502020.0447.6
ResNetBackbone=ResNet-502020.0445.3
ResNet-50Backbone=ResNet-50, Partial Setting=Synthetic-12 -> Real-62018.1145.26