Image Classification on CIFAR-10 (Dirichlet (0.6), 500 clients, 2% participation)
78.49Accuracy (500 Rounds)FedACG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedACG2022.01 | 78.49 | 85.28 | 289 | 565 | |
| FedDC2022.01 | 77.74 | 86.32 | 324 | 596 | |
| MOON2022.01 | 74.29 | 80.66 | 368 | 921 | |
| FedCM2022.01 | 71.42 | 78.94 | 429 | 1,000 | |
| FedAvgM2022.01 | 69.1 | 80.26 | 498 | 981 | |
| FedDyn2022.01 | 68.53 | 80.33 | 513 | 983 | |
| FedADAM2022.01 | 68.48 | 78.92 | 535 | 1,000 | |
| FedDecorr2022.01 | 63.63 | 74.89 | 658 | 1,000 | |
| FedAvg2022.01 | 62.79 | 75.17 | 671 | 1,000 | |
| FedLC2022.01 | 62.77 | 73.56 | 694 | 1,000 | |
| FedMLB2022.01 | 62.6 | 74.36 | 729 | 1,000 | |
| FedProx2022.01 | 62.48 | 75.1 | 688 | 1,000 | |
| FedNTD2022.01 | 61.9 | 74.38 | 717 | 1,000 |