Continual Graph Learning on Photo
98.07AccuracyUFO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UFONoise Ratio=0%2026.05 | 98.07 | 0.22 | |
| DSLRNoise Ratio=0%2026.05 | 97.36 | 1.28 | |
| JointNoise Ratio=0%2026.05 | 96.9 | — | |
| UFONoise Ratio=15%2026.05 | 96.04 | 0.17 | |
| ERGNNNoise Ratio=0%2026.05 | 95.49 | 5.37 | |
| UFONoise Ratio=30%2026.05 | 93.4 | 1.61 | |
| JointNoise Ratio=15%2026.05 | 93.24 | — | |
| CLNodeNoise Ratio=0%2026.05 | 89.31 | 8.53 | |
| DSLRNoise Ratio=15%2026.05 | 87.7 | 11.9 | |
| JointNoise Ratio=30%2026.05 | 85.87 | — | |
| LwFNoise Ratio=0%2026.05 | 80.03 | 18.51 | |
| LwFNoise Ratio=15%2026.05 | 79.21 | 12.05 | |
| TFRNoise Ratio=0%2026.05 | 73.87 | 28.18 | |
| DSLRNoise Ratio=30%2026.05 | 69.62 | 18.56 | |
| Bare modelNoise Ratio=0%2026.05 | 65.75 | 38.78 | |
| SCENoise Ratio=0%2026.05 | 63.85 | 42.02 | |
| LwFNoise Ratio=30%2026.05 | 63.36 | 17.23 | |
| TSSNoise Ratio=15%2026.05 | 62.42 | 27.04 | |
| TSSNoise Ratio=0%2026.05 | 61.44 | 34.36 | |
| CLNodeNoise Ratio=30%2026.05 | 59.86 | 46.61 | |
| SCENoise Ratio=30%2026.05 | 57.59 | 10.61 | |
| CLNodeNoise Ratio=15%2026.05 | 57.28 | 50.99 | |
| DMSGNoise Ratio=15%2026.05 | 57.11 | 23.91 | |
| TSSNoise Ratio=30%2026.05 | 55.51 | 35.44 | |
| ERGNNNoise Ratio=30%2026.05 | 53 | 30.88 | |
| TFRNoise Ratio=15%2026.05 | 51.82 | 28.01 | |
| DMSGNoise Ratio=30%2026.05 | 50.27 | 0.77 | |
| Bare modelNoise Ratio=15%2026.05 | 49.64 | 30.02 | |
| Bare modelNoise Ratio=30%2026.05 | 49.63 | 22.34 | |
| DMSGNoise Ratio=0%2026.05 | 49.58 | 0.31 | |
| SCENoise Ratio=15%2026.05 | 47.63 | 37.85 | |
| TFRNoise Ratio=30%2026.05 | 46.42 | 32.9 | |
| ERGNNNoise Ratio=15%2026.05 | 42.62 | 0.48 |