Continual Graph Learning on Cora Full
90.4AccuracyJoint
Evaluation results
| Method | Links | ||
|---|---|---|---|
| JointNoise Ratio=0%2026.05 | 90.4 | — | |
| UFONoise Ratio=0%2026.05 | 81.78 | 6.35 | |
| UFONoise Ratio=15%2026.05 | 80.71 | 6.33 | |
| DMSGNoise Ratio=0%2026.05 | 78.04 | 13.2 | |
| CLNodeNoise Ratio=0%2026.05 | 78.01 | 5.06 | |
| UFONoise Ratio=30%2026.05 | 77.77 | 7.1 | |
| ERGNNNoise Ratio=0%2026.05 | 77.74 | 4.62 | |
| JointNoise Ratio=15%2026.05 | 75.82 | — | |
| TSSNoise Ratio=0%2026.05 | 75.02 | 9.2 | |
| DSLRNoise Ratio=0%2026.05 | 74.23 | 14.47 | |
| DMSGNoise Ratio=15%2026.05 | 67.2 | 10.65 | |
| JointNoise Ratio=30%2026.05 | 62.45 | — | |
| DSLRNoise Ratio=15%2026.05 | 62.09 | 11.75 | |
| LwFNoise Ratio=0%2026.05 | 60.32 | 33.41 | |
| DMSGNoise Ratio=30%2026.05 | 59.71 | 7.68 | |
| LwFNoise Ratio=15%2026.05 | 55.25 | 24.84 | |
| DSLRNoise Ratio=30%2026.05 | 51.06 | 8.98 | |
| LwFNoise Ratio=30%2026.05 | 50.87 | 15.57 | |
| TFRNoise Ratio=0%2026.05 | 49.08 | 45.95 | |
| SCENoise Ratio=15%2026.05 | 41.27 | 42.06 | |
| ERGNNNoise Ratio=15%2026.05 | 40.91 | 33.06 | |
| SCENoise Ratio=0%2026.05 | 39.3 | 56.65 | |
| TFRNoise Ratio=15%2026.05 | 36.08 | 45.92 | |
| SCENoise Ratio=30%2026.05 | 34.41 | 35.08 | |
| Bare modelNoise Ratio=0%2026.05 | 34.21 | 61.91 | |
| ERGNNNoise Ratio=30%2026.05 | 33.94 | 32.94 | |
| Bare modelNoise Ratio=15%2026.05 | 31.32 | 49.15 | |
| Bare modelNoise Ratio=30%2026.05 | 30.6 | 36 | |
| CLNodeNoise Ratio=15%2026.05 | 30.12 | 53.95 | |
| TSSNoise Ratio=15%2026.05 | 27.61 | 52.97 | |
| CLNodeNoise Ratio=30%2026.05 | 27.13 | 55.91 | |
| TFRNoise Ratio=30%2026.05 | 26.89 | 42.35 | |
| TSSNoise Ratio=30%2026.05 | 25.27 | 47.19 |