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Benchmarks
Text Classification on Banking (Communication Time Metrics)
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1.86
Total Communication Time (10^3 s)
ELSA
1.694
2.8145
3.935
5.0555
Jan 20, 2026
Total Communication Time (10^3 s)
Reduction vs Best Baseline
Updated 4d ago
Evaluation Results
Method
Method
Links
Total Communication Time (10^3 s)
Reduction vs Best Baseline
ELSA
2026.01
1.86
-3
FedAMS
2026.01
1.89
-
RoFed
2026.01
1.89
-
RaSA
2026.01
1.93
-
FedProx
2026.01
1.97
-
FedAvg
2026.01
2.14
-
FedAvg (Random)
2026.01
2.22
-
FedCAda
2026.01
2.32
-
Vanilla Model
2026.01
6.01
-
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