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ResearchFormerly WizWand

Graph feature imputation on Cora (test)

0.415RMSEOURS
0.40960.446050.48250.51895Oct 29, 2021
Updated 8mo ago

Evaluation results

MethodLinks
OURSEncoder=GCN, Decoder=GDN2021.100.415
GDNDim of the first layer=512, Dim of the second layer=64, Learning rate=0.002, Epochs=200, DropEdge rate=0.52021.100.415
GRAPE2021.100.43
GAIN2021.100.433
GC-MC2021.100.434
GraphRec2021.100.437
GCN decoderEncoder=GCN2021.100.439
Inverse decoderEncoder=GCN2021.100.447
GALAEncoder=GCN2021.100.457
KNNk=52021.100.459
MICE2021.100.48
SVD2021.100.493
MEAN2021.100.503
sRGCNN2021.100.55