Efficiency Evaluation on RTE (Recognizing Textual Entailment)
4.29Total Communication Time ($10^3$ s)ELSA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ELSA2026.01 | 4.29 | -0.14 | |
| RoFed2026.01 | 4.43 | — | |
| FedAMS2026.01 | 4.58 | — | |
| FedAvg2026.01 | 4.58 | — | |
| FedProx2026.01 | 4.65 | — | |
| FedCAda2026.01 | 4.72 | — | |
| RaSA2026.01 | 4.79 | — | |
| FedAvg (Random)2026.01 | 5 | — | |
| Vanilla Model2026.01 | 14.41 | — |