Overview
| Name | Dataset | Description | Scene | Download | Remark |
|---|---|---|---|---|---|
| enzymes_graph_classification | ENZYMES | See here | Horizontal FL | Click Here | - |
| mutag_graph_classification | MUTAG | See here | Horizontal FL | Click Here |
Details
enzymes_graph_classification
model
| Model Name | Non-Fed Performance | NumPara | Implementation |
|---|---|---|---|
| GIN | - | - |
supported partitioner
| Name | IsDefault | Comments |
|---|---|---|
| IIDPartitioner | yes | |
| DiversityPartitioner | Partitioning according to label diversity | |
| DirichletPartitioner | Partitioning according to dir. distribution of labels |
mutag_graph_classification
model
| Model Name | Non-Fed Performance | NumPara | Implementation |
|---|---|---|---|
| GCN | - | - |
supported partitioner
| Name | IsDefault | Comments |
|---|---|---|
| IIDPartitioner | yes | |
| DiversityPartitioner | Partitioning according to label diversity | |
| DirichletPartitioner | Partitioning according to dir. distribution of labels |