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Benchmarks
General Knowledge Evaluation on MMLU (non-IID, alpha=0.1)
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39.79
Accuracy
FedAlign-MoE
24.8556
28.7328
32.61
36.4872
Mar 22, 2026
Accuracy
Updated 25d ago
Evaluation Results
Method
Method
Links
Accuracy
FedAlign-MoE
Model=Switch-base-16
2026.03
39.79
FedMoE
Model=Switch-base-16
2026.03
35.06
FedAlign-MoE
Model=DeepSeek-MoE-16B
2026.03
33.38
PFL-MoE
Model=Switch-base-16
2026.03
33.25
FedProx
Model=Switch-base-16
2026.03
31.76
FedAvg
Model=Switch-base-16
2026.03
30.08
FedMoE
Model=DeepSeek-MoE-16B
2026.03
28.05
PFL-MoE
Model=DeepSeek-MoE-16B
2026.03
26.58
FedProx
Model=DeepSeek-MoE-16B
2026.03
25.89
FedAvg
Model=DeepSeek-MoE-16B
2026.03
25.43
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