| dataset | model | graph | stats | stats-seq | robustness | embedding | notes |
|---|---|---|---|---|---|---|---|
| eucore | BTER | done | done | done | done | done | |
| BUGGE | done | done | done | done | done | ||
| Chung-Lu | done | done | done | done | done | ||
| CNRG | done | done | done | done | done | ||
| Erdos-Renyi | done | done | done | done | done | ||
| HRG | done | done | done | done | done | ||
| Kronecker | in progress | partial | partial | partial | partial | 28 trials complete | |
| SBM | done | done | done | done | done | ||
| GraphRNN | done | done | 2 trials complete | ||||
| NetGAN | done | done | done | done | done | ||
| Deep GCN AE | done | done | done | done | done | ||
| Deep GCN VAE | done | done | done | done | done | ||
| GCN AE | done | done | done | done | done | ||
| GCN VAE | done | done | done | done | done | ||
| Linear AE | done | done | done | done | done | ||
| Linear VAE | done | done | done | done | done | ||
| clique-ring-500-4 | BTER | done | done | done | done | done | |
| BUGGE | done | done | done | done | done | ||
| Chung-Lu | done | done | done | done | done | ||
| CNRG | done | done | done | done | done | ||
| Erdos-Renyi | done | done | done | done | done | ||
| HRG | done | done | done | done | done | all failures | |
| Kronecker | done | some failures | |||||
| SBM | done | done | done | done | done | ||
| GraphRNN | done | done | 12 trials complete | ||||
| NetGAN | done | done | done | done | done | ||
| Deep GCN AE | |||||||
| Deep GCN VAE | |||||||
| GCN AE | |||||||
| GCN VAE | |||||||
| Linear AE | |||||||
| Linear VAE | |||||||
| flights | BTER | done | done | done | done | done | |
| BUGGE | done | done | |||||
| Chung-Lu | done | done | done | done | done | ||
| CNRG | done | done | done | done | done | ||
| Erdos-Renyi | done | done | done | done | done | ||
| HRG | done | done | done | done | all failures | ||
| Kronecker | done | ||||||
| SBM | done | done | done | done | done | ||
| GraphRNN | in progress | ||||||
| NetGAN | done | done | done | done | done | ||
| Deep GCN AE | |||||||
| Deep GCN VAE | |||||||
| GCN AE | |||||||
| GCN VAE | |||||||
| Linear AE | |||||||
| Linear VAE | |||||||
| tree | BTER | done | done | done | done | done | |
| BUGGE | done | done | done | done | done | ||
| Chung-Lu | done | done | done | done | done | ||
| CNRG | done | done | done | done | done | ||
| Erdos-Renyi | done | done | done | done | done | ||
| HRG | done | done | done | done | done | all failures | |
| Kronecker | |||||||
| SBM | done | done | done | done | done | ||
| GraphRNN | done | done | 3 trials complete | ||||
| NetGAN | done | done | done | done | done | ||
| Deep GCN AE | in progress | ||||||
| Deep GCN VAE | in progress | ||||||
| GCN AE | in progress | ||||||
| GCN VAE | in progress | ||||||
| Linear AE | in progress | ||||||
| Linear VAE | in progress | ||||||
| chess | BTER | done | done | in progress | done | ||
| BUGGE | done | done | in progress | done | |||
| Chung-Lu | done | done | in progress | done | |||
| CNRG | done | done | in progress | done | |||
| Erdos-Renyi | done | done | in progress | done | |||
| HRG | done | done | in progress | ||||
| Kronecker | |||||||
| SBM | done | done | in progress | done | |||
| GraphRNN | in progress | ||||||
| NetGAN | done | done | done | done | done | ||
| Deep GCN AE | |||||||
| Deep GCN VAE | |||||||
| GCN AE | |||||||
| GCN VAE | |||||||
| Linear AE | |||||||
| Linear VAE | |||||||