Node Classification on Wikipedia (AUC)
88.32AUCGRN
Evaluation Results
| Method | Links | |
|---|---|---|
| GRN2024.11 | 88.32 | |
| DyRep2026.05 | 88.06 | |
| TGN-Att2022.09 | 87.81 | |
| DyRep2024.11 | 87.72 | |
| DSRD2026.05 | 87.72 | |
| PINTrepetitions=52022.09 | 87.59 | |
| EVP2025.10 | 87.18 | |
| JODIE2024.11 | 86.89 | |
| TGN2026.05 | 86.63 | |
| PINT2026.05 | 86.27 | |
| JODIE2026.05 | 86.11 | |
| JODIE2022.09 | 84.84 | |
| GraphMixer2026.05 | 84.7 | |
| DyRep2022.09 | 84.59 | |
| DyGFormer2026.05 | 84.35 | |
| TGAT2022.09 | 83.69 | |
| TPNet2026.05 | 83.06 | |
| DyGPrompt2025.10 | 82.09 | |
| CAWN2026.05 | 80.03 | |
| CAWN2024.11 | 79.17 | |
| DyGFormer2024.11 | 78.99 | |
| CTDNE2022.09 | 75.89 | |
| TCL2024.11 | 75.85 | |
| TGN2024.11 | 75.82 | |
| GraphPrompt2025.10 | 73.78 | |
| TCL2026.05 | 73.59 | |
| GraphMixer2024.11 | 72.38 | |
| TREND2025.10 | 69.92 | |
| TGAT2026.05 | 69.78 | |
| TIGPrompt2025.10 | 69.21 | |
| TGAT2024.11 | 68.93 | |
| TGAT2025.10 | 67 | |
| GraphMixer2025.10 | 65.43 | |
| DDGCL2025.10 | 65.15 | |
| NAT2026.05 | 64.98 | |
| GAT-ROLAND2025.10 | 62.81 | |
| ProG2025.10 | 60.86 | |
| GCN-ROLAND2025.10 | 58.86 | |
| TGN2025.10 | 50.61 | |
| CPDG2025.10 | 43.56 |