Classification on Yahoo Dir alpha=0.1
67.37Generalized AccuracyFEDAVG
Evaluation results
| Method | Links | |
|---|---|---|
| FEDAVGBackbone=RoBERTa Large, Optimization Approach=Backpropagation-based2024.05 | 67.37 | |
| FEDYOGIBackbone=RoBERTa Large, Optimization Approach=Backpropagation-based2024.05 | 63.08 | |
| SPRYBackbone=RoBERTa Large, Optimization Approach=First-order Forward Mode AD2024.05 | 61.21 | |
| FWDLLM+Backbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 56.06 | |
| FEDMEZOBackbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 44.69 | |
| BAFFLE+Backbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 37.81 |