Classification on SNLI Dir alpha=0.1
86.45AccuracyFEDAVG
Evaluation results
| Method | Links | |
|---|---|---|
| FEDAVGBackbone=RoBERTa Large, Optimization Approach=Backpropagation-based2024.05 | 86.45 | |
| SPRYBackbone=RoBERTa Large, Optimization Approach=First-order Forward Mode AD2024.05 | 82.66 | |
| FEDYOGIBackbone=RoBERTa Large, Optimization Approach=Backpropagation-based2024.05 | 79.31 | |
| FWDLLM+Backbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 74.3 | |
| FEDMEZOBackbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 69.57 | |
| BAFFLE+Backbone=RoBERTa Large, Optimization Approach=Zero-order-based2024.05 | 62.1 |