Graph feature imputation on Ciao (test)
1.011RMSEOURS
Evaluation results
| Method | Links | |
|---|---|---|
| OURSEncoder=GCN, Decoder=GDN2021.10 | 1.011 | |
| GDNDim of the first layer=256, Dim of the second layer=128, Learning rate=0.005, Epochs=200, DropEdge rate=12021.10 | 1.011 | |
| GRAPE2021.10 | 1.042 | |
| GC-MC2021.10 | 1.061 | |
| GraphRec2021.10 | 1.062 | |
| GAIN2021.10 | 1.099 | |
| Inverse decoderEncoder=GCN2021.10 | 1.115 | |
| GCN decoderEncoder=GCN2021.10 | 1.132 | |
| GALAEncoder=GCN2021.10 | 1.147 | |
| sRGCNN2021.10 | 1.183 | |
| SVD2021.10 | 1.38 | |
| MEAN2021.10 | 1.385 | |
| KNNk=52021.10 | 1.461 | |
| MICE2021.10 | 1.6 |