Vertex Classification on Cora-CC
74.8AccuracyHyper-Align
Evaluation results
| Method | Links | |
|---|---|---|
| Hyper-AlignZero-shot=true2026.05 | 74.8 | |
| UniGraphVenue=SIGKDD’25, Zero-shot=true2026.05 | 64.4 | |
| GOFA*Venue=ICLR’25, Zero-shot=true, Note=Evaluation conducted using the officially released weights directly2026.05 | 61.4 | |
| GraphGPTVenue=SIGIR’24, Zero-shot=true2026.05 | 60.3 | |
| GOFAVenue=ICLR’25, Zero-shot=true2026.05 | 59.3 | |
| PromptGFMVenue=arXiv’25, Zero-shot=true2026.05 | 58.4 | |
| G.PrompterVenue=ICDE’25, Zero-shot=true2026.05 | 32.8 | |
| TEA-GLMVenue=NeurIPS’24, Zero-shot=true2026.05 | 32.6 | |
| LLaGAVenue=ICML’24, Zero-shot=true2026.05 | 2.8 |