Graph Reconstruction on Grid Graph Synthetic (test)
0.0001Node Feature Error (||X - Xrec||)MinCutPool
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MinCutPoolObjective=min||X - Xrec||, Adjacency Normalization=true2021.02 | 0.0001 | 0.0092 | |
| GMTObjective=min||X - Xrec||, Adjacency Normalization=true2021.02 | 0.0001 | 0.0102 | |
| MinCutPoolObjective=min||X - Xrec||, Adjacency Normalization=false2021.02 | 0.0002 | 201.7619 | |
| DiffPoolObjective=min||X - Xrec||, Adjacency Normalization=true2021.02 | 0.0833 | 12,110,194 | |
| GMTObjective=min||A - Arec||, Adjacency Normalization=true2021.02 | 0.2353 | 0.0084 | |
| DiffPoolObjective=min||A - Arec||, Adjacency Normalization=true2021.02 | 0.3908 | 0.0856 | |
| MinCutPoolObjective=min||A - Arec||, Adjacency Normalization=true2021.02 | 1.2883 | 0.0051 | |
| MinCutPoolObjective=min||A - Arec||, Adjacency Normalization=false2021.02 | 2.0261 | 0.0616 |