Natural Language Inference on MNLI Dir alpha=0.1 Standard
90.38Acc_p (Personalized)FEDAVG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FEDAVGBackbone=RoBERTa Large, Optimization category=Backpropagation-based, Dirichlet split alpha=0.12024.05 | 90.38 | — | — | |
| FEDYOGIBackbone=RoBERTa Large, Optimization category=Backpropagation-based, Dirichlet split alpha=0.12024.05 | 90.03 | — | — | |
| SPRYBackbone=RoBERTa Large, Optimization category=First-order Forward Mode AD, Dirichlet split alpha=0.12024.05 | 80.63 | -9.75 | 7.92 | |
| FWDLLM+Backbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 72.71 | — | — | |
| FEDMEZOBackbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 67.53 | — | — | |
| BAFFLE+Backbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 63.58 | — | — |