Overview
| Name | Dataset | Description | Scene | Download | Remark |
|---|---|---|---|---|---|
| coco_detection | COCO | See here | Horizontal FL | Click Here | (under testing) |
| voc_detection | VOC | See here | Horizontal FL | Click Here |
Details
coco_detection
coco
model
| Model Name | Non-Fed Performance | NumPara | Implementation |
|---|---|---|---|
| FasterRCNN | - | - |
supported partitioner
| Name | IsDefault | Comments |
|---|---|---|
| IIDPartitioner | yes | |
| DiversityPartitioner | Partitioning according to label diversity | |
| DirichletPartitioner | Partitioning according to dir. distribution of labels |
voc_detection
coco
model
| Model Name | Non-Fed Performance | NumPara | Implementation |
|---|---|---|---|
| FasterRCNN | - | - |
supported partitioner
| Name | IsDefault | Comments |
|---|---|---|
| IIDPartitioner | yes | |
| DiversityPartitioner | Partitioning according to label diversity | |
| DirichletPartitioner | Partitioning according to dir. distribution of labels |