Graph Generation on Enzymes (Degree, Clustering, Spectrum, GIN)
0.811DegreeVGAE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VGAECategory=One-shot (O-S)2026.06 | 0.811 | 0.514 | 0.153 | 0.716 | |
| IFHCategory=Implicit Feature Hierarchy (IFH), Variant=seq-big2026.06 | 0.441 | 0.47 | 0.196 | 0.698 | |
| GraphRNNCategory=Autoregressive (A-R)2026.06 | 0.397 | 0.302 | 0.26 | 1.495 | |
| IFHCategory=Implicit Feature Hierarchy (IFH), Variant=oneshot2026.06 | 0.264 | 0.436 | 0.05 | 0.18 | |
| IFHCategory=Implicit Feature Hierarchy (IFH), Variant=seq-small2026.06 | 0.252 | 0.237 | 0.077 | 0.404 | |
| GRANCategory=Autoregressive (A-R)2026.06 | 0.215 | 0.147 | 0.034 | 0.069 | |
| EDP-GNNCategory=One-shot (O-S)2026.06 | 0.12 | 0.644 | 0.07 | 0.119 | |
| FLAGGCategory=FLAGG, Variant=seq-big2026.06 | 0.071 | 0.061 | 0.042 | 0.054 | |
| IFHCategory=Implicit Feature Hierarchy (IFH), Variant=seq-12026.06 | 0.049 | 0.049 | 0.026 | 0.088 | |
| CDGSCategory=One-shot (O-S)2026.06 | 0.048 | 0.07 | 0.033 | 0.024 | |
| FLAGGCategory=FLAGG, Variant=seq-small2026.06 | 0.048 | 0.035 | 0.026 | 0.022 | |
| FLAGG with propertiesCategory=FLAGG, Variant=with properties2026.06 | 0.03 | 0.067 | 0.03 | 0.022 |