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Benchmarks
Commonsense Reasoning on PIQA (non-IID distribution, alpha=0.1)
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74.1
Accuracy
FedAlign-MoE
67.6728
69.3414
71.01
72.6786
Mar 22, 2026
Accuracy
Updated 25d ago
Evaluation Results
Method
Method
Links
Accuracy
FedAlign-MoE
Model=DeepSeek-MoE-16B
2026.03
74.1
FedAlign-MoE
Model=Switch-base-16
2026.03
73.25
FedMoE
Model=DeepSeek-MoE-16B
2026.03
72.14
PFL-MoE
Model=DeepSeek-MoE-16B
2026.03
71.36
FedMoE
Model=Switch-base-16
2026.03
71.26
PFL-MoE
Model=Switch-base-16
2026.03
70.08
FedProx
Model=DeepSeek-MoE-16B
2026.03
69.18
FedProx
Model=Switch-base-16
2026.03
68.78
FedAvg
Model=DeepSeek-MoE-16B
2026.03
68.24
FedAvg
Model=Switch-base-16
2026.03
67.92
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