Multi-class Classification on SHL
79.16Weighted Accuracy (%)ASPIRE-EASE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ASPIRE-EASEperiodic_communication=false2022.10 | 79.16 | 0.515 | 1.02 | |
| ASPIRE-EASEperperiodic_communication=true2022.10 | 78.94 | 0.521 | 1.36 | |
| DRFA-Prox2022.10 | 78.34 | 0.532 | 1.85 | |
| AFL2022.10 | 78.11 | 0.582 | 1.87 | |
| FedAvg2022.10 | 69.96 | 0.802 | 5.21 | |
| MixEven2022.10 | 69.87 | 0.806 | 4.81 | |
| max{Ind_i}mode=individual training2022.10 | 19.06 | — | 29.1 |