Forecasting on ComStock (val)
0.386RMSEShuffle-DP
Evaluation Results
| Method | Links | |
|---|---|---|
| Shuffle-DPModel=TimesFM, Aggregator=FedOpt2026.06 | 0.386 | |
| IntraShufflerModel=TimesFM, Aggregator=FedOpt2026.06 | 0.387 | |
| Shuffle-DPModel=TimesFM, Aggregator=FedProx2026.06 | 0.39 | |
| IntraShufflerModel=TimesFM, Aggregator=FedProx2026.06 | 0.391 | |
| Shuffle-DPModel=TimesFM, Aggregator=FedAvg2026.06 | 0.392 | |
| IntraShufflerModel=TimesFM, Aggregator=FedAvg2026.06 | 0.393 | |
| Plain FL-DPModel=TimesFM, Aggregator=FedOpt2026.06 | 0.401 | |
| Plain FL-DPModel=TimesFM, Aggregator=FedProx2026.06 | 0.406 | |
| Plain FL-DPModel=TimesFM, Aggregator=FedAvg2026.06 | 0.409 | |
| Shuffle-DPModel=LSTM, Aggregator=FedOpt2026.06 | 0.417 | |
| IntraShufflerModel=LSTM, Aggregator=FedOpt2026.06 | 0.418 | |
| Shuffle-DPModel=LSTM, Aggregator=FedProx2026.06 | 0.421 | |
| IntraShufflerModel=LSTM, Aggregator=FedProx2026.06 | 0.422 | |
| Shuffle-DPModel=LSTM, Aggregator=FedAvg2026.06 | 0.423 | |
| IntraShufflerModel=LSTM, Aggregator=FedAvg2026.06 | 0.424 | |
| Plain FL-DPModel=LSTM, Aggregator=FedOpt2026.06 | 0.433 | |
| Plain FL-DPModel=LSTM, Aggregator=FedProx2026.06 | 0.439 | |
| Plain FL-DPModel=LSTM, Aggregator=FedAvg2026.06 | 0.442 |