Node Classification on WikiCS 3 OOD classes
81.75ID AccuracyCFC (wo / M)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CFC (wo / M)Mixing=false2025.12 | 81.75 | 75.39 | 79.3 | |
| CFC2025.12 | 80.66 | 81.64 | 81.04 | |
| CFC (wo / D/M)Denoising=false, Mixing=false2025.12 | 76.96 | 88.84 | 81.53 | |
| CFC (wo / D)Denoising=false2025.12 | 76.63 | 90.13 | 81.82 | |
| GCN_sigmoid2025.12 | 70.62 | 0 | 43.73 | |
| GCN_softmax2025.12 | 61.42 | 0 | 38.03 | |
| GCN_PROSER2025.12 | 50.94 | 90.2 | 65.49 | |
| G2Pxy2025.12 | 49.57 | 92.07 | 64.88 | |
| GCN_sigmoid_τTemperature Scaling=true2025.12 | 45.15 | 86.9 | 61.04 | |
| GCN_softmax_τTemperature Scaling=true2025.12 | 35.23 | 70.82 | 48.79 |