Image Classification on CIFAR-10 (test) (Accuracy@1 and Forgetting Measure F)
0.6856Accuracy@1FedNTD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedNTDNIID Partition Strategy=Sharding, s=102021.06 | 0.6856 | 0.15 | |
| FedNTDNIID Partition Strategy=LDA, alpha=0.52021.06 | 0.6612 | 0.19 | |
| FedAvgNIID Partition Strategy=Sharding, s=102021.06 | 0.6491 | 0.26 | |
| FedAvgNIID Partition Strategy=Sharding, s=52021.06 | 0.5717 | 0.37 | |
| FedNTDNIID Partition Strategy=Sharding, s=22021.06 | 0.5261 | 0.43 | |
| FedAvgNIID Partition Strategy=Sharding, s=32021.06 | 0.511 | 0.46 | |
| FedNTDNIID Partition Strategy=LDA, alpha=0.052021.06 | 0.4017 | 0.58 | |
| FedAvgNIID Partition Strategy=Sharding, s=22021.06 | 0.4014 | 0.59 | |
| FedAvgNIID Partition Strategy=LDA, alpha=0.052021.06 | 0.2824 | 0.71 | |
| FedNovaNIID Partition Strategy=LDA, alpha=0.052021.06 | 0.1 | — |