Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Topic Classification on AGNews (non-IID alpha=0.1)
Loading...
85.22
Accuracy
FedAlign-MoE
76.6296
78.8598
81.09
83.3202
Mar 22, 2026
Accuracy
Updated 25d ago
Evaluation Results
Method
Method
Links
Accuracy
FedAlign-MoE
Model=Switch-base-16
2026.03
85.22
FedAlign-MoE
Model=DeepSeek-MoE-16B
2026.03
85.18
FedMoE
Model=Switch-base-16
2026.03
81.37
FedMoE
Model=DeepSeek-MoE-16B
2026.03
81.12
PFL-MoE
Model=Switch-base-16
2026.03
79.94
PFL-MoE
Model=DeepSeek-MoE-16B
2026.03
79.24
FedProx
Model=Switch-base-16
2026.03
78.72
FedProx
Model=DeepSeek-MoE-16B
2026.03
78.16
FedAvg
Model=Switch-base-16
2026.03
77.4
FedAvg
Model=DeepSeek-MoE-16B
2026.03
76.96
Feedback
Search any
task
Search any
task