Classification on MultiRC Dir alpha=0.1
72.53Generalized AccuracyFEDYOGI
Evaluation Results
| Method | Links | |
|---|---|---|
| FEDYOGIBackbone=Llama2-7B, Optimization Approach=Backpropagation-based2024.05 | 72.53 | |
| SPRYBackbone=Llama2-7B, Optimization Approach=First-order Forward Mode AD2024.05 | 68.65 | |
| FWDLLM+Backbone=Llama2-7B, Optimization Approach=Zero-order-based2024.05 | 64.58 | |
| BAFFLE+Backbone=Llama2-7B, Optimization Approach=Zero-order-based2024.05 | 58.12 | |
| FEDAVGBackbone=Llama2-7B, Optimization Approach=Backpropagation-based2024.05 | 47.56 |