Text Classification on Yahoo Dir alpha=0.1 Standard
89.76Personalized Acc_pFEDAVG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FEDAVGBackbone=RoBERTa Large, Optimization category=Backpropagation-based, Dirichlet split alpha=0.12024.05 | 89.76 | — | — | |
| FEDYOGIBackbone=RoBERTa Large, Optimization category=Backpropagation-based, Dirichlet split alpha=0.12024.05 | 89.64 | — | — | |
| SPRYBackbone=RoBERTa Large, Optimization category=First-order Forward Mode AD, Dirichlet split alpha=0.12024.05 | 82.8 | -6.96 | 4.87 | |
| FWDLLM+Backbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 77.93 | — | — | |
| FEDMEZOBackbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 67.64 | — | — | |
| BAFFLE+Backbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 59.4 | — | — |