Image Classification on DomainNet top 10 classes
52.28Accuracy (Clipart)FedDM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FedDM2024.04 | 52.28 | 41.38 | 60.58 | 62.37 | 52.45 | 46.69 | 52.62 | |
| FedAF2024.04 | 51.2 | 47.05 | 62.53 | 64.6 | 52.64 | 50.06 | 54.68 | |
| MOON2024.04 | 48.8 | 37.97 | 56.26 | 48.07 | 42.02 | 29.72 | 43.81 | |
| FedDyn2024.04 | 48.04 | 60.03 | 67.46 | 37.73 | 41.77 | 32.67 | 47.95 | |
| FedBN2024.04 | 46.07 | 34.27 | 52.01 | 43.1 | 47.33 | 29.72 | 42.08 | |
| FedProx2024.04 | 44.81 | 43.76 | 60.22 | 38.13 | 41.55 | 29.18 | 42.94 | |
| FedAvg2024.04 | 43.03 | 40.76 | 59.16 | 39.6 | 41.03 | 28.46 | 42.01 | |
| FedGen2024.04 | 42.77 | 37.88 | 54.37 | 37.33 | 42.86 | 25.69 | 40.15 |