Node Classification on Amazon-Comp
87.01AccuracyGAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GATModel=GAT, Training Source=Target dataset2026.04 | 87.01 | — | |
| GCNModel=GCN, Training Source=Target dataset2026.04 | 85.83 | — | |
| GraphAny (Arxiv)Model=GraphAny, Training Source=Arxiv2026.04 | 83.04 | — | |
| GraphAny (Cora)Model=GraphAny, Training Source=Cora2026.04 | 82.99 | — | |
| GraphAny (Products)Model=GraphAny, Training Source=Products2026.04 | 82.9 | — | |
| GraphAny (Wisconsin)Model=GraphAny, Training Source=Wisconsin2026.04 | 82 | — | |
| NodePFNModel=NodePFN, Training Source=Single pre-trained model2026.04 | 81.42 | — | |
| MLPModel=MLP, Training Source=Target dataset2026.04 | 58.28 | — |