Graph Continual Learning on Products (test)
95.3AAOracle Model
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oracle ModelData Replay=false2024.10 | 95.3 | — | |
| TPPData Replay=false2024.10 | 94 | 0 | |
| JointData Replay=false2024.10 | 71.5 | — | |
| CaTData Replay=true2024.10 | 70.3 | -4.5 | |
| DeLoMeData Replay=true2024.10 | 67.5 | -17.3 | |
| SEM-curvatureData Replay=true2024.10 | 65.1 | -9.5 | |
| SSM-degreeData Replay=true2024.10 | 63.3 | -9.6 | |
| SSM-uniformData Replay=true2024.10 | 62 | -9.9 | |
| ERGNNData Replay=false2024.10 | 48.3 | -45.7 | |
| LwFData Replay=false2024.10 | 48.2 | -18.6 | |
| OODCILData Replay=true2024.10 | 41.6 | -1.6 | |
| EWCData Replay=false2024.10 | 23.8 | -21.7 | |
| MASData Replay=false2024.10 | 16.7 | -57 | |
| TWPData Replay=false2024.10 | 14.1 | -11.4 | |
| Fine-tuneData Replay=false2024.10 | 7.6 | -88.7 | |
| GEMData Replay=false2024.10 | 4.5 | -94.7 |