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Federated Time-Series Representation Learning on USTD DM (H1)
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0.551
MSE
FeDaL
0.5496
0.55905
0.5685
0.57795
Aug 6, 2025
MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
FeDaL
Comm. Param#=110.41 MB
2025.08
0.551
FFTS
Comm. Param#=118.94 MB
2025.08
0.562
FedPer
Comm. Param#=106.43 MB...
2025.08
0.565
FedRep
Comm. Param#=106.43 MB...
2025.08
0.569
Standalone
Evaluation Protocol=cl...
2025.08
0.571
FedProx
Comm. Param#=108.41 MB
2025.08
0.583
FedAvg
Comm. Param#=108.41 MB
2025.08
0.586
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