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Benchmarks
Federated Time-Series Representation Learning on USTD DM (H2)
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0.511
MSE
FeDaL
0.50776
0.52963
0.5515
0.57337
Aug 6, 2025
MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
FeDaL
Comm. Param#=110.41 MB
2025.08
0.511
FFTS
Comm. Param#=118.94 MB
2025.08
0.531
Standalone
Evaluation Protocol=cl...
2025.08
0.567
FedProx
Comm. Param#=108.41 MB
2025.08
0.586
FedPer
Comm. Param#=106.43 MB...
2025.08
0.588
FedAvg
Comm. Param#=108.41 MB
2025.08
0.592
FedRep
Comm. Param#=106.43 MB...
2025.08
0.592
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