Graph Generation on Ego small
0.155DegreeGraphRNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GraphRNNCategory=Autoregressive (A-R)2026.06 | 0.155 | 0.229 | 0.167 | 0.472 | |
| VGAECategory=One-shot (O-S)2026.06 | 0.146 | 0.046 | 0.249 | 0.089 | |
| GRANCategory=Autoregressive (A-R)2026.06 | 0.096 | 0.072 | 0.095 | 0.106 | |
| IFHCategory=Implicit Feature Hierarchy (IFH), Variant=seq-12026.06 | 0.069 | 0.084 | 0.066 | 0.046 | |
| IFHCategory=Implicit Feature Hierarchy (IFH), Variant=oneshot2026.06 | 0.045 | 0.065 | 0.048 | 0.048 | |
| IFHCategory=Implicit Feature Hierarchy (IFH), Variant=seq-small2026.06 | 0.031 | 0.041 | 0.04 | 0.043 | |
| FLAGG with propertiesCategory=FLAGG, Variant=with properties2026.06 | 0.028 | 0.02 | 0.029 | 0.034 | |
| IFHCategory=Implicit Feature Hierarchy (IFH), Variant=seq-big2026.06 | 0.027 | 0.042 | 0.029 | 0.043 | |
| FLAGGCategory=FLAGG, Variant=seq-big2026.06 | 0.027 | 0.015 | 0.028 | 0.033 | |
| EDP-GNNCategory=One-shot (O-S)2026.06 | 0.026 | 0.032 | 0.037 | 0.031 | |
| CDGSCategory=One-shot (O-S)2026.06 | 0.025 | 0.031 | 0.033 | 0.025 | |
| FLAGGCategory=FLAGG, Variant=seq-small2026.06 | 0.023 | 0.015 | 0.023 | 0.031 |