Node Classification on Ele-Photo (test)
85.36AccuracyBiGTex (AE)
Evaluation results
| Method | Links | |
|---|---|---|
| BiGTex (AE)Backbone=SAGE2025.04 | 85.36 | |
| BiGTex (cross-att)Backbone=SAGE2025.04 | 84.88 | |
| BiGTex (AE)Backbone=GAT2025.04 | 84.32 | |
| BiGTex (MLP)Backbone=GAT2025.04 | 83.79 | |
| ENGINECategory=GNN&LLM2025.04 | 83.75 | |
| BiGTex (MLP)Backbone=SAGE2025.04 | 83.59 | |
| BiGTex (cross-att)Backbone=GCN2025.04 | 83.52 | |
| BiGTex (cross-att)Backbone=GAT2025.04 | 83.41 | |
| BiGTex (MLP)Backbone=GCN2025.04 | 83.24 | |
| SimTEGCategory=GNN&LLM2025.04 | 83.07 | |
| BiGTex (AE)Backbone=GCN2025.04 | 82.79 | |
| SAGECategory=MLP&GNNs2025.04 | 82.08 | |
| GIANTCategory=GNN&LLM2025.04 | 81.27 | |
| GATCategory=MLP&GNNs2025.04 | 80.35 | |
| GCNCategory=MLP&GNNs2025.04 | 79 | |
| GLEMCategory=GNN&LLM2025.04 | 76.1 | |
| MLP2025.04 | 61.21 |