Mood Inference on Cross-country mood inference dataset
0.704F1-wFedFAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedFAPLocal epochs (E)=10, Communication rounds (R)=202026.02 | 0.704 | 0.627 | |
| FedFAPLocal epochs (E)=10, Communication rounds (R)=102026.02 | 0.693 | 0.591 | |
| FedFAPLocal epochs (E)=5, Communication rounds (R)=102026.02 | 0.689 | 0.577 | |
| FedFAPLocal epochs (E)=5, Communication rounds (R)=52026.02 | 0.686 | 0.553 | |
| FedPerLocal epochs (E)=10, Communication rounds (R)=102026.02 | 0.667 | 0.52 | |
| FedPerLocal epochs (E)=10, Communication rounds (R)=202026.02 | 0.665 | 0.518 | |
| FedPerLocal epochs (E)=5, Communication rounds (R)=52026.02 | 0.663 | 0.512 | |
| FedPerLocal epochs (E)=5, Communication rounds (R)=102026.02 | 0.663 | 0.516 | |
| pFedMeLocal epochs (E)=5, Communication rounds (R)=52026.02 | 0.662 | 0.494 | |
| pFedMeLocal epochs (E)=5, Communication rounds (R)=102026.02 | 0.662 | 0.512 | |
| pFedMeLocal epochs (E)=10, Communication rounds (R)=102026.02 | 0.662 | 0.518 | |
| pFedMeLocal epochs (E)=10, Communication rounds (R)=202026.02 | 0.662 | 0.491 |