Graph Continual Learning on Reddit (test)
99.5AATPP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TPPData Replay=false2024.10 | 99.5 | 0 | |
| Oracle ModelData Replay=false2024.10 | 99.5 | — | |
| DeLoMeData Replay=true2024.10 | 97.4 | -0.1 | |
| CaTData Replay=true2024.10 | 97.3 | -0.4 | |
| JointData Replay=false2024.10 | 97.1 | — | |
| SEM-curvatureData Replay=true2024.10 | 96.3 | -0.6 | |
| SSM-degreeData Replay=true2024.10 | 94.4 | -1.3 | |
| SSM-uniformData Replay=true2024.10 | 94.3 | -1.4 | |
| LwFData Replay=false2024.10 | 86.6 | -9.2 | |
| ERGNNData Replay=false2024.10 | 82.7 | -17.3 | |
| OODCILData Replay=true2024.10 | 79.3 | -0.1 | |
| GEMData Replay=false2024.10 | 11.5 | -92.4 | |
| EWCData Replay=false2024.10 | 10.3 | -33.2 | |
| MASData Replay=false2024.10 | 9.2 | -23.1 | |
| TWPData Replay=false2024.10 | 8 | -18.8 | |
| Fine-tuneData Replay=false2024.10 | 5.9 | -97.9 |