Commonsense Reasoning on PIQA IID distribution
81.15AccuracyFedAlign-MoE
Evaluation results
| Method | Links | |
|---|---|---|
| FedAlign-MoEModel=DeepSeek-MoE-16B2026.03 | 81.15 | |
| FedMoEModel=DeepSeek-MoE-16B2026.03 | 79.28 | |
| PFL-MoEModel=DeepSeek-MoE-16B2026.03 | 78.77 | |
| FedAlign-MoEModel=Switch-base-162026.03 | 78.22 | |
| FedMoEModel=Switch-base-162026.03 | 76.81 | |
| FedProxModel=DeepSeek-MoE-16B2026.03 | 76.02 | |
| PFL-MoEModel=Switch-base-162026.03 | 75.96 | |
| FedAvgModel=DeepSeek-MoE-16B2026.03 | 75.31 | |
| FedProxModel=Switch-base-162026.03 | 74.73 | |
| FedAvgModel=Switch-base-162026.03 | 74.21 |