Natural Language Inference on SNLI (Dir alpha=0.1 Standard)
97.57Personalized Accuracy (Acc_p)FEDYOGI
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FEDYOGIBackbone=RoBERTa Large, Optimization category=Backpropagation-based, Dirichlet split alpha=0.12024.05 | 97.57 | — | — | |
| FEDAVGBackbone=RoBERTa Large, Optimization category=Backpropagation-based, Dirichlet split alpha=0.12024.05 | 97.41 | — | — | |
| SPRYBackbone=RoBERTa Large, Optimization category=First-order Forward Mode AD, Dirichlet split alpha=0.12024.05 | 83.45 | -14.12 | 8.92 | |
| FWDLLM+Backbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 74.53 | — | — | |
| FEDMEZOBackbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 71.54 | — | — | |
| BAFFLE+Backbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 68.55 | — | — |