Image Classification on CIFAR-100 Dirichlet 0.6, 500 clients, 2% participation (test)
39.61Accuracy (500R)FedACG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedACG2022.01 | 39.61 | 49.7 | 304 | 540 | |
| FedADAM2022.01 | 37.57 | 48.29 | 341 | 624 | |
| FedDC2022.01 | 34.24 | 44.69 | 444 | 825 | |
| FedMLB2022.01 | 33.79 | 43.52 | 432 | 831 | |
| FedAvgM2022.01 | 32.78 | 41.93 | 468 | 942 | |
| FedDyn2022.01 | 32.06 | 43.28 | 498 | 917 | |
| MOON2022.01 | 31.64 | 41.61 | 515 | 931 | |
| FedLC2022.01 | 30.07 | 36.97 | 620 | 1,000 | |
| FedDecorr2022.01 | 29.99 | 37.72 | 615 | 1,000 | |
| FedProx2022.01 | 29.62 | 36.7 | 647 | 1,000 | |
| FedAvg2022.01 | 29.41 | 36.62 | 648 | 1,000 | |
| FedNTD2022.01 | 28.85 | 35.88 | 691 | 1,000 | |
| FedCM2022.01 | 26.82 | 39.78 | 714 | 1,000 |