Node Classification on CiteSeer semi-supervised Planetoid split modified (20% sample) (test)
38.12AccuracyERAlignGNN
Evaluation results
| Method | Links | |
|---|---|---|
| ERAlignGNNsetting=semi-supervised2026.06 | 38.12 | |
| ERAlignLLMsetting=semi-supervised2026.06 | 37.85 | |
| GLEMsetting=semi-supervised2026.06 | 36.64 | |
| ENGINEsetting=semi-supervised2026.06 | 35.7 | |
| GraphSAGEsetting=semi-supervised2026.06 | 31.69 | |
| BERTsetting=semi-supervised2026.06 | 31.5 | |
| DeBERTasetting=semi-supervised2026.06 | 30.8 | |
| GCNsetting=semi-supervised2026.06 | 30.53 | |
| GATsetting=semi-supervised2026.06 | 30.5 | |
| SimTeGsetting=semi-supervised2026.06 | 30.4 | |
| TAPEsetting=semi-supervised2026.06 | 29.77 | |
| MLPsetting=semi-supervised2026.06 | 27.74 | |
| RoBERTasetting=semi-supervised2026.06 | 23.32 |