Question Answering on SQuAD (Communication Time & Reduction)
12.23Communication Time (10^3 s)ELSA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ELSA2026.01 | 12.23 | -0.85 | |
| FedProx2026.01 | 13.08 | — | |
| RoFed2026.01 | 13.08 | — | |
| FedCAda2026.01 | 13.3 | — | |
| RaSA2026.01 | 13.73 | — | |
| FedAvg2026.01 | 13.94 | — | |
| FedAMS2026.01 | 14.16 | — | |
| FedAvg (Random)2026.01 | 14.58 | — | |
| Vanilla Model2026.01 | 36.93 | — |