Node Classification on PubMed (AUC)
76.46AUCDSRD
Evaluation results
| Method | Links | |
|---|---|---|
| DSRD2026.05 | 76.46 | |
| NAT2026.05 | 71.92 | |
| DyGFormer2026.05 | 60.29 | |
| TCL2026.05 | 58.79 | |
| TGN2026.05 | 57.31 | |
| PINT2026.05 | 56.32 | |
| GraphMixer2026.05 | 55.25 | |
| CAWN2026.05 | 54.61 | |
| JODIE2026.05 | 54.59 | |
| TPNet2026.05 | 54.4 | |
| DyRep2026.05 | 54.24 | |
| TGAT2026.05 | 52.69 | |
| GraphSB2026.01 | 0.9372 | |
| GraphSHA2026.01 | 0.8967 | |
| IceBerg2026.01 | 0.8967 | |
| CDCGAN2026.01 | 0.8852 | |
| GraphENS2026.01 | 0.8782 | |
| SMOTE2026.01 | 0.8773 | |
| TAM2026.01 | 0.8742 | |
| Re-weight2026.01 | 0.8704 | |
| GraphMixup2026.01 | 0.8662 | |
| Embed-SMOTE2026.01 | 0.8632 | |
| DR-GNN2026.01 | 0.8612 | |
| GraphSMOTE2026.01 | 0.8603 | |
| Vanilla2026.01 | 0.8542 |