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ResearchFormerly WizWand

Graph feature imputation on Amaphoto (test)

0.391RMSEOURS
0.385880.420440.4550.48956Oct 29, 2021
Updated 8mo ago

Evaluation results

MethodLinks
OURSEncoder=GCN, Decoder=GDN2021.100.391
GDNDim of the first layer=256, Dim of the second layer=128, Learning rate=0.005, Epochs=100, DropEdge rate=12021.100.391
GRAPE2021.100.399
GC-MC2021.100.402
Inverse decoderEncoder=GCN2021.100.409
GCN decoderEncoder=GCN2021.100.41
SVD2021.100.413
MEAN2021.100.414
GALAEncoder=GCN2021.100.415
GraphRec2021.100.417
GAIN2021.100.42
KNNk=52021.100.421
MICE2021.100.481
sRGCNN2021.100.519