Image Classification on CIFAR-100 i.i.d. 500 clients 2% participation (test)
41.16Accuracy (500R)FedACG
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FedACGclients=500, participation=2%, data_distribution=i.i.d.2022.01 | 41.16 | — | — | 49.1 | 299 | 525 | |
| FedADAMclients=500, participation=2%, data_distribution=i.i.d.2022.01 | 38.74 | — | — | 48.94 | 328 | 636 | |
| FedMLBclients=500, participation=2%, data_distribution=i.i.d.2022.01 | 34.56 | — | — | 44.95 | 440 | 817 | |
| FedDC‡clients=500, participation=2%, data_distribution=i.i.d.2022.01 | 33.93 | — | — | 45.8 | 476 | 817 | |
| FedAvgMclients=500, participation=2%, data_distribution=i.i.d.2022.01 | 33.54 | — | — | 42.55 | 479 | 971 | |
| FedDynclients=500, participation=2%, data_distribution=i.i.d.2022.01 | 33.2 | — | — | 42.91 | 492 | 936 | |
| FedAvgclients=500, participation=2%, data_distribution=i.i.d.2022.01 | 30.71 | — | — | 37.85 | 664 | 1,000 | |
| FedDecorrclients=500, participation=2%, data_distribution=i.i.d.2022.01 | 30.41 | — | — | 37.53 | 585 | 1,000 | |
| FedProxclients=500, participation=2%, data_distribution=i.i.d.2022.01 | 30.11 | — | — | 37.13 | 685 | 1,000 | |
| FedNTDclients=500, participation=2%, data_distribution=i.i.d.2022.01 | 30.04 | — | — | 36.63 | 706 | 1,000 | |
| FedLCclients=500, participation=2%, data_distribution=i.i.d.2022.01 | 29.91 | — | — | 37.18 | 677 | 1,000 | |
| FedCM†clients=500, participation=2%, data_distribution=i.i.d.2022.01 | 29.59 | — | — | 42.04 | 653 | 991 | |
| MOONclients=500, participation=2%, data_distribution=i.i.d.2022.01 | 28.82 | — | — | 41.26 | 649 | 1,000 |