Node Classification on IMDB (MDM)
56.37AccuracyCIT-APPNP(w/o)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CIT-APPNP(w/o)Backbone=APPNP, Mechanism=CIT without transfer part2024.03 | 56.37 | 54.13 | |
| CIT-APPNPBackbone=APPNP, Mechanism=CIT2024.03 | 55.86 | 52.32 | |
| CIT-GCNBackbone=GCN, Mechanism=CIT2024.03 | 55.42 | 52.75 | |
| SR-APPNPBackbone=APPNP, Mechanism=SR2024.03 | 55.02 | 51.74 | |
| EERM-APPNPBackbone=APPNP, Mechanism=EERM2024.03 | 54.32 | 51.03 | |
| CIT-GCNIIBackbone=GCNII, Mechanism=CIT2024.03 | 54.2 | 50.91 | |
| EERM-GCNBackbone=GCN, Mechanism=EERM2024.03 | 54.07 | 51.8 | |
| CIT-GAT(w/o)Backbone=GAT, Mechanism=CIT without transfer part2024.03 | 53.91 | 51.9 | |
| CIT-GCN(w/o)Backbone=GCN, Mechanism=CIT without transfer part2024.03 | 53.67 | 50.71 | |
| EERM-GCNIIBackbone=GCNII, Mechanism=EERM2024.03 | 53.56 | 50.27 | |
| SR-GCNIIBackbone=GCNII, Mechanism=SR2024.03 | 53.52 | 49.87 | |
| CIT-GCNII(w/o)Backbone=GCNII, Mechanism=CIT without transfer part2024.03 | 53.42 | 49.1 | |
| CIT-GATBackbone=GAT, Mechanism=CIT2024.03 | 52.86 | 51.06 | |
| GCNIIBackbone=GCNII2024.03 | 52.71 | 47.08 | |
| GCNBackbone=GCN2024.03 | 52.36 | 48.55 | |
| EERM-GATBackbone=GAT, Mechanism=EERM2024.03 | 52.24 | 50.86 | |
| SR-GCNBackbone=GCN, Mechanism=SR2024.03 | 51.94 | 50.76 | |
| APPNPBackbone=APPNP2024.03 | 51.78 | 46.57 | |
| GATBackbone=GAT2024.03 | 51.59 | 48.26 | |
| SR-GATBackbone=GAT, Mechanism=SR2024.03 | 50.81 | 46.62 |