Sentiment Analysis on SST2 Dir alpha=0.1 Standard
95.9Personalized Accuracy (Acc_p)FEDYOGI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FEDYOGIBackbone=RoBERTa Large, Optimization category=Backpropagation-based, Dirichlet split alpha=0.12024.05 | 95.9 | — | — | |
| FEDAVGBackbone=RoBERTa Large, Optimization category=Backpropagation-based, Dirichlet split alpha=0.12024.05 | 95.84 | — | — | |
| SPRYBackbone=RoBERTa Large, Optimization category=First-order Forward Mode AD, Dirichlet split alpha=0.12024.05 | 93.4 | -2.5 | 7.89 | |
| FWDLLM+Backbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 85.51 | — | — | |
| FEDMEZOBackbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 73.26 | — | — | |
| BAFFLE+Backbone=RoBERTa Large, Optimization category=Zero-order-based, Dirichlet split alpha=0.12024.05 | 64.55 | — | — |