Topic Classification on AGNews (non-IID alpha=0.1)
85.22AccuracyFedAlign-MoE
Evaluation results
| Method | Links | |
|---|---|---|
| FedAlign-MoEModel=Switch-base-162026.03 | 85.22 | |
| FedAlign-MoEModel=DeepSeek-MoE-16B2026.03 | 85.18 | |
| FedMoEModel=Switch-base-162026.03 | 81.37 | |
| FedMoEModel=DeepSeek-MoE-16B2026.03 | 81.12 | |
| PFL-MoEModel=Switch-base-162026.03 | 79.94 | |
| PFL-MoEModel=DeepSeek-MoE-16B2026.03 | 79.24 | |
| FedProxModel=Switch-base-162026.03 | 78.72 | |
| FedProxModel=DeepSeek-MoE-16B2026.03 | 78.16 | |
| FedAvgModel=Switch-base-162026.03 | 77.4 | |
| FedAvgModel=DeepSeek-MoE-16B2026.03 | 76.96 |