Continual Graph Learning on CS
97.29AccuracyUFO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UFONoise Ratio=0%2026.05 | 97.29 | 1.3 | |
| JointNoise Ratio=0%2026.05 | 97 | — | |
| DSLRNoise Ratio=0%2026.05 | 96.47 | 2.01 | |
| ERGNNNoise Ratio=0%2026.05 | 94.4 | 3.26 | |
| TFRNoise Ratio=0%2026.05 | 94.11 | 3.43 | |
| DMSGNoise Ratio=0%2026.05 | 93.87 | 4.24 | |
| CLNodeNoise Ratio=0%2026.05 | 93.84 | 3.84 | |
| LwFNoise Ratio=0%2026.05 | 92.51 | 5.49 | |
| UFONoise Ratio=15%2026.05 | 92.21 | 0.06 | |
| UFONoise Ratio=30%2026.05 | 81.46 | 3.14 | |
| TSSNoise Ratio=0%2026.05 | 79.62 | 14.29 | |
| SCENoise Ratio=0%2026.05 | 78.9 | 22.48 | |
| DSLRNoise Ratio=15%2026.05 | 77.67 | 12.98 | |
| DMSGNoise Ratio=15%2026.05 | 70.46 | 6.34 | |
| DSLRNoise Ratio=30%2026.05 | 68.1 | 2.29 | |
| JointNoise Ratio=15%2026.05 | 67.43 | — | |
| Bare modelNoise Ratio=15%2026.05 | 62.83 | 28.98 | |
| Bare modelNoise Ratio=0%2026.05 | 61.22 | 45.55 | |
| SCENoise Ratio=15%2026.05 | 58.42 | 33.8 | |
| CLNodeNoise Ratio=30%2026.05 | 57.89 | 47.6 | |
| ERGNNNoise Ratio=15%2026.05 | 57.82 | 20.09 | |
| DMSGNoise Ratio=30%2026.05 | 57.55 | 7.13 | |
| TSSNoise Ratio=15%2026.05 | 55.28 | 41.88 | |
| LwFNoise Ratio=15%2026.05 | 53.39 | 40.94 | |
| Bare modelNoise Ratio=30%2026.05 | 53.04 | 25.1 | |
| CLNodeNoise Ratio=15%2026.05 | 51.8 | 55.76 | |
| JointNoise Ratio=30%2026.05 | 51.06 | — | |
| TSSNoise Ratio=30%2026.05 | 48.12 | 36.27 | |
| ERGNNNoise Ratio=30%2026.05 | 47.73 | 11.67 | |
| SCENoise Ratio=30%2026.05 | 46 | 29.68 | |
| LwFNoise Ratio=30%2026.05 | 45.19 | 32.99 | |
| TFRNoise Ratio=30%2026.05 | 28.81 | 11.52 | |
| TFRNoise Ratio=15%2026.05 | 28.33 | 48.21 |