Classification on AG News Dir alpha=0.1
93.07Generalized AccuracyFEDAVG
Evaluation results
| Method | Links | |
|---|---|---|
| FEDAVGBackbone=RoBERTa Large, Optimization Approach=Backpropagation-based2024.05 | 93.07 | |
| FEDYOGIBackbone=RoBERTa Large, Optimization Approach=Backpropagation-based2024.05 | 92.77 | |
| SPRYBackbone=RoBERTa Large, Optimization Approach=First-order Forward Mode AD2024.05 | 87.89 | |
| FWDLLM+Backbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 76.94 | |
| FEDMEZOBackbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 70.56 | |
| BAFFLE+Backbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 57.69 |