Dynamic Node Classification on MOOC standard (test)
0.8332AUCSiST-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| SiST-GNNTemporal graph type=DTDG2026.05 | 0.8332 | |
| DyG2VecEvaluation Setting=Transductive2022.10 | 0.785 | |
| EvolveGCN-HTemporal graph type=DTDG2026.05 | 0.6792 | |
| EvolveGCN-OTemporal graph type=DTDG2026.05 | 0.6782 | |
| TGNEvaluation Setting=Transductive2022.10 | 0.674 | |
| TGATEvaluation Setting=Transductive2022.10 | 0.673 | |
| JODIEEvaluation Setting=Transductive2022.10 | 0.672 | |
| TRENDTemporal graph type=DTDG2026.05 | 0.6679 | |
| DyrepEvaluation Setting=Transductive2022.10 | 0.661 | |
| DyREPTemporal graph type=CTDG2026.05 | 0.6561 | |
| APANTemporal graph type=CTDG2026.05 | 0.6412 | |
| GraphMixerTemporal graph type=DTDG2026.05 | 0.6372 | |
| TGATTemporal graph type=CTDG2026.05 | 0.6311 | |
| JODIETemporal graph type=CTDG2026.05 | 0.6099 | |
| TGNTemporal graph type=CTDG2026.05 | 0.5386 | |
| TGNTemporal graph type=DTDG2026.05 | 0.5033 | |
| ROLANDTemporal graph type=DTDG2026.05 | 0.4993 |