Next-word prediction on Article-Title benchmark
14.32Mean AccuracyHASA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HASAPolicy=HASA, Budget (B)=0.5, Evaluation Pipeline=Original FedAvg Pipeline2026.05 | 14.32 | 11.99 | 12.52 | 513.3 | 49.6 | |
| UniformPolicy=Uniform, Budget (B)=0.5, Evaluation Pipeline=Original FedAvg Pipeline2026.05 | 13.82 | 11.47 | 12.04 | 520.8 | 50 | |
| MixedPolicy=Mixed, gamma=0.5, Budget (B)=0.5, Evaluation Pipeline=Original FedAvg Pipeline2026.05 | 13.6 | 10.56 | 11.32 | 559.5 | 50 | |
| FedAvg-Full (ref.)Policy=FedAvg-Full, Budget (B)=1.0, Evaluation Pipeline=Original FedAvg Pipeline2026.05 | 13.03 | 10.96 | 11.51 | 576.8 | 100 | |
| Size-onlyPolicy=Size-only, Budget (B)=0.5, Evaluation Pipeline=Original FedAvg Pipeline2026.05 | 12.74 | 10.7 | 10.95 | 540.7 | 50 |