Dynamic Node Classification on Reddit (test)
72.27AUC-ROCSiST-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SiST-GNNTemporal graph type=DTDG2026.05 | 72.27 | — | |
| DiffDyG2026.05 | 70.94 | 1.5 | |
| TGAT2026.05 | 70.04 | 5 | |
| TIDFormer2026.05 | 69.59 | 3 | |
| TCL2026.05 | 68.87 | 7 | |
| TGNTemporal graph type=CTDG2026.05 | 68.21 | — | |
| RepeatMixer2026.05 | 68.12 | 7 | |
| DyGFormer2026.05 | 68 | 5 | |
| TGATTemporal graph type=CTDG2026.05 | 67.24 | — | |
| CNEN2026.05 | 66.84 | 4 | |
| CAWN2026.05 | 66.34 | 7.5 | |
| TRENDTemporal graph type=DTDG2026.05 | 64.85 | — | |
| GraphMixer2026.05 | 64.22 | 7 | |
| JODIETemporal graph type=CTDG2026.05 | 63.92 | — | |
| TGN2026.05 | 63.27 | 8 | |
| GraphMixerTemporal graph type=DTDG2026.05 | 60.21 | — | |
| EvolveGCN-OTemporal graph type=DTDG2026.05 | 59.64 | — | |
| EvolveGCN-HTemporal graph type=DTDG2026.05 | 59.27 | — | |
| APANTemporal graph type=CTDG2026.05 | 55.9 | — | |
| DyREPTemporal graph type=CTDG2026.05 | 53.1 | — | |
| TGNTemporal graph type=DTDG2026.05 | 49.54 | — | |
| ROLANDTemporal graph type=DTDG2026.05 | 48.25 | — |