Image Classification on CINIC10 (Communication Metrics)
5Communication RoundsFEDAVG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FEDAVGBackbone=ALEXNET2026.04 | 5 | 68.31 | — | — | |
| FEDSQBackbone=ALEXNET2026.04 | 5 | 68.1 | — | — | |
| FedSeqTarget Accuracy=60%, Condition=IID2024.09 | 11 | 60.7 | 1,745.7 | 0.7 | |
| HFLDDTarget Accuracy=60%, Condition=IID2024.09 | 40 | 60.1 | 2,661.4 | 1 | |
| FedAvgTarget Accuracy=60%, Condition=IID2024.09 | 44 | 60 | 10,864.6 | 4.1 | |
| DynaFedTarget Accuracy=60%, Condition=IID2024.09 | 50 | 60.2 | 12,329.5 | 4.6 | |
| FedProxTarget Accuracy=60%, Condition=IID2024.09 | 117 | 60.1 | 28,687.4 | 10.8 |