Table 2.
Training performance of ACSFed and FedAvg.
Dataset | Method |
ToA@0.6 (2/1 class non-IID) |
ToA@0.8 (2/1 class non-IID) |
---|---|---|---|
MNIST | ACSFed | 3/25 | 6/72 |
FedAvg | 5/27 | 9/NULL | |
Fashion MNIST | ACSFed | 5/108 | 32/946 |
FedAvg | 8/107 | 35/NULL | |
– | – |
ToA@0.3 (2/1 class non-IID) |
ToA@0.5 (2/1 class non-IID) |
CIFAR 10 | ACSFed | 12/381 | 235/NULL |
FedAvg | 20/674 | 927/NULL |