Image Classification on CIFAR10 (test) (Efficiency Metrics: Rounds, Traffic, Ratio)
43RoundsFedProx
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedProxData Distribution=IID, Target Accuracy Threshold=70%2024.09 | 43 | 70.3 | 33,856.9 | 17.2 | |
| FedAvgData Distribution=IID, Target Accuracy Threshold=70%2024.09 | 35 | 70.3 | 27,630.4 | 14 | |
| DynaFedData Distribution=IID, Target Accuracy Threshold=70%2024.09 | 30 | 70.4 | 23,738.7 | 12 | |
| HFLDDData Distribution=IID, Target Accuracy Threshold=70%2024.09 | 10 | 70.5 | 1,973.7 | 1 | |
| FedSeqData Distribution=IID, Target Accuracy Threshold=70%2024.09 | 4 | 71.2 | 2,296 | 1.2 |