Text Classification on AG News Dir alpha=0.1 Standard
97.76Personalized Accuracy (Acc_p)FEDAVG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FEDAVGBackbone=RoBERTa Large, Optimization category=Backpropagation-based, Dirichlet split alpha=0.12024.05 | 97.76 | — | — | |
| FEDYOGIBackbone=RoBERTa Large, Optimization category=Backpropagation-based, Dirichlet split alpha=0.12024.05 | 97.71 | — | — | |
| SPRYBackbone=RoBERTa Large, Optimization category=First-order Forward Mode AD, Dirichlet split alpha=0.12024.05 | 89.91 | -7.85 | 9.97 | |
| FWDLLM+Backbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 79.94 | — | — | |
| FEDMEZOBackbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 72.69 | — | — | |
| BAFFLE+Backbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 60.89 | — | — |