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ResearchFormerly WizWand

Load forecasting on Pecan Street (val)

0.377RMSEShuffle-DP
0.375240.387120.3990.41088Jun 1, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Shuffle-DPModel=TimesFM, Aggregation Rule=FedOpt, Inference Mode=zero-shot2026.060.377
IntraShufflerModel=TimesFM, Aggregation Rule=FedOpt, Inference Mode=zero-shot2026.060.378
Shuffle-DPModel=TimesFM, Aggregation Rule=FedProx, Inference Mode=zero-shot2026.060.382
IntraShufflerModel=TimesFM, Aggregation Rule=FedProx, Inference Mode=zero-shot2026.060.383
Shuffle-DPModel=TimesFM, Aggregation Rule=FedAvg, Inference Mode=zero-shot2026.060.386
IntraShufflerModel=TimesFM, Aggregation Rule=FedAvg, Inference Mode=zero-shot2026.060.387
Shuffle-DPModel=LSTM, Aggregation Rule=FedOpt2026.060.392
IntraShufflerModel=LSTM, Aggregation Rule=FedOpt2026.060.393
Plain FL-DPModel=TimesFM, Aggregation Rule=FedOpt, Inference Mode=zero-shot2026.060.394
Shuffle-DPModel=LSTM, Aggregation Rule=FedProx2026.060.398
IntraShufflerModel=LSTM, Aggregation Rule=FedProx2026.060.399
Plain FL-DPModel=TimesFM, Aggregation Rule=FedProx, Inference Mode=zero-shot2026.060.4
Shuffle-DPModel=LSTM, Aggregation Rule=FedAvg2026.060.402
IntraShufflerModel=LSTM, Aggregation Rule=FedAvg2026.060.403
Plain FL-DPModel=TimesFM, Aggregation Rule=FedAvg, Inference Mode=zero-shot2026.060.404
Plain FL-DPModel=LSTM, Aggregation Rule=FedOpt2026.060.41
Plain FL-DPModel=LSTM, Aggregation Rule=FedProx2026.060.417
Plain FL-DPModel=LSTM, Aggregation Rule=FedAvg2026.060.421