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ResearchFormerly WizWand

Forecasting on ComStock (val)

0.386RMSEShuffle-DP
0.383760.398880.4140.42912Jun 1, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Shuffle-DPModel=TimesFM, Aggregator=FedOpt2026.060.386
IntraShufflerModel=TimesFM, Aggregator=FedOpt2026.060.387
Shuffle-DPModel=TimesFM, Aggregator=FedProx2026.060.39
IntraShufflerModel=TimesFM, Aggregator=FedProx2026.060.391
Shuffle-DPModel=TimesFM, Aggregator=FedAvg2026.060.392
IntraShufflerModel=TimesFM, Aggregator=FedAvg2026.060.393
Plain FL-DPModel=TimesFM, Aggregator=FedOpt2026.060.401
Plain FL-DPModel=TimesFM, Aggregator=FedProx2026.060.406
Plain FL-DPModel=TimesFM, Aggregator=FedAvg2026.060.409
Shuffle-DPModel=LSTM, Aggregator=FedOpt2026.060.417
IntraShufflerModel=LSTM, Aggregator=FedOpt2026.060.418
Shuffle-DPModel=LSTM, Aggregator=FedProx2026.060.421
IntraShufflerModel=LSTM, Aggregator=FedProx2026.060.422
Shuffle-DPModel=LSTM, Aggregator=FedAvg2026.060.423
IntraShufflerModel=LSTM, Aggregator=FedAvg2026.060.424
Plain FL-DPModel=LSTM, Aggregator=FedOpt2026.060.433
Plain FL-DPModel=LSTM, Aggregator=FedProx2026.060.439
Plain FL-DPModel=LSTM, Aggregator=FedAvg2026.060.442