Classification on SST-2 (Dir alpha=0.1)
92.14Generalized AccuracyFEDYOGI
Evaluation results
| Method | Links | |
|---|---|---|
| FEDYOGIBackbone=RoBERTa Large, Optimization Approach=Backpropagation-based2024.05 | 92.14 | |
| SPRYBackbone=RoBERTa Large, Optimization Approach=First-order Forward Mode AD2024.05 | 91.54 | |
| FEDAVGBackbone=RoBERTa Large, Optimization Approach=Backpropagation-based2024.05 | 88 | |
| FWDLLM+Backbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 84.41 | |
| FEDMEZOBackbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 72.17 | |
| BAFFLE+Backbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 61.57 |