Overview
| Name | Dataset | Description | Scene | Download | Remark |
|---|---|---|---|---|---|
| citeseer_link_prediction | Citeseer | See here | Horizontal FL | Click Here | |
| cora_link_prediction | Cora | See here | Horizontal FL | Click Here | - |
| pubmed_link_prediction | PubMed | See here | Horizontal FL | Click Here |
Details
citeseer_link_prediction
model
| Model Name | Non-Fed Performance | NumPara | Implementation |
|---|---|---|---|
| cnn | - | - | |
| mlp | - | - |
supported partitioner
| Name | IsDefault | Comments |
|---|---|---|
| IIDPartitioner | yes | |
| DiversityPartitioner | Partitioning according to label diversity | |
| DirichletPartitioner | Partitioning according to dir. distribution of labels |
cora_link_prediction
model
| Model Name | Non-Fed Performance | NumPara | Implementation |
|---|---|---|---|
| cnn | - | - | |
| mlp | - | - |
supported partitioner
| Name | IsDefault | Comments |
|---|---|---|
| IIDPartitioner | yes | |
| DiversityPartitioner | Partitioning according to label diversity | |
| DirichletPartitioner | Partitioning according to dir. distribution of labels |
pubmed_link_prediction
model
| Model Name | Non-Fed Performance | NumPara | Implementation |
|---|---|---|---|
| cnn | - | - | |
| mlp | - | - |
supported partitioner
| Name | IsDefault | Comments |
|---|---|---|
| IIDPartitioner | yes | |
| DiversityPartitioner | Partitioning according to label diversity | |
| DirichletPartitioner | Partitioning according to dir. distribution of labels |