Node Classification on IMDB MAM
0.625AccuracyCIT-APPNP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CIT-APPNPBackbone=APPNP, Mechanism=CIT2024.03 | 0.625 | 0.62 | |
| APPNPBackbone=APPNP2024.03 | 0.6201 | 0.6134 | |
| CIT-APPNP(w/o)Backbone=APPNP, Mechanism=CIT without transfer part2024.03 | 0.6181 | 0.6098 | |
| EERM-APPNPBackbone=APPNP, Mechanism=EERM2024.03 | 0.6127 | 0.603 | |
| SR-APPNPBackbone=APPNP, Mechanism=SR2024.03 | 0.607 | 0.6014 | |
| SR-GCNBackbone=GCN, Mechanism=SR2024.03 | 0.5984 | 0.5821 | |
| CIT-GATBackbone=GAT, Mechanism=CIT2024.03 | 0.5951 | 0.584 | |
| SR-GATBackbone=GAT, Mechanism=SR2024.03 | 0.5905 | 0.5742 | |
| GCNBackbone=GCN2024.03 | 0.5898 | 0.5701 | |
| GATBackbone=GAT2024.03 | 0.5864 | 0.5772 | |
| EERM-GATBackbone=GAT, Mechanism=EERM2024.03 | 0.582 | 0.5725 | |
| CIT-GCN(w/o)Backbone=GCN, Mechanism=CIT without transfer part2024.03 | 0.5793 | 0.5623 | |
| EERM-GCNBackbone=GCN, Mechanism=EERM2024.03 | 0.5721 | 0.5652 | |
| CIT-GAT(w/o)Backbone=GAT, Mechanism=CIT without transfer part2024.03 | 0.5718 | 0.5682 | |
| CIT-GCNBackbone=GCN, Mechanism=CIT2024.03 | 0.5668 | 0.5466 | |
| EERM-GCNIIBackbone=GCNII, Mechanism=EERM2024.03 | 0.5432 | 0.497 | |
| SR-GCNIIBackbone=GCNII, Mechanism=SR2024.03 | 0.542 | 0.49 | |
| CIT-GCNIIBackbone=GCNII, Mechanism=CIT2024.03 | 0.5369 | 0.4884 | |
| GCNIIBackbone=GCNII2024.03 | 0.5245 | 0.4761 | |
| CIT-GCNII(w/o)Backbone=GCNII, Mechanism=CIT without transfer part2024.03 | 0.523 | 0.4801 |