Node Classification on Citeseer (Accuracy, Ranking)
0.691AccuracyGAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GATModel=GAT, Training Source=Target dataset2026.04 | 0.691 | — | |
| GraphAny (Cora)Model=GraphAny, Training Source=Cora2026.04 | 0.689 | — | |
| GraphAny (Arxiv)Model=GraphAny, Training Source=Arxiv2026.04 | 0.6834 | — | |
| GraphAny (Products)Model=GraphAny, Training Source=Products2026.04 | 0.6794 | — | |
| GraphAny (Wisconsin)Model=GraphAny, Training Source=Wisconsin2026.04 | 0.675 | — | |
| NodePFNModel=NodePFN, Training Source=Single pre-trained model2026.04 | 0.673 | — | |
| GCNModel=GCN, Training Source=Target dataset2026.04 | 0.634 | — | |
| MLPModel=MLP, Training Source=Target dataset2026.04 | 0.444 | — |