Node Classification on Cora semi-supervised Planetoid split modified (20% sample) (test)
52.33AccuracyERAlignGNN
Evaluation results
| Method | Links | |
|---|---|---|
| ERAlignGNNsetting=semi-supervised2026.06 | 52.33 | |
| ERAlignLLMsetting=semi-supervised2026.06 | 51.97 | |
| GLEMsetting=semi-supervised2026.06 | 49.01 | |
| TAPEsetting=semi-supervised2026.06 | 47.08 | |
| SimTeGsetting=semi-supervised2026.06 | 45.78 | |
| ENGINEsetting=semi-supervised2026.06 | 42.32 | |
| GCNsetting=semi-supervised2026.06 | 41.96 | |
| GATsetting=semi-supervised2026.06 | 38.86 | |
| GraphSAGEsetting=semi-supervised2026.06 | 37.6 | |
| BERTsetting=semi-supervised2026.06 | 37.59 | |
| MLPsetting=semi-supervised2026.06 | 30.41 | |
| DeBERTasetting=semi-supervised2026.06 | 29.98 | |
| RoBERTasetting=semi-supervised2026.06 | 28.23 |