Energy Forecasting on NEST electricity (test)
0.0044MAEPersistence
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PersistenceModel=Persistence2026.05 | 0.0044 | 0.0352 | -0.862 | — | |
| PO (Probe Only)Model=TFT, Strategy=Probe Only2026.05 | 0.0051 | 0.0255 | -0.046 | 3,097 | |
| LSTM (scratch)Model=LSTM, Training=scratch2026.05 | 0.006 | 0.0266 | -0.005 | — | |
| FF (Full Finetune)Model=TFT, Strategy=Full Finetune2026.05 | 0.0068 | 0.0256 | -0.056 | 2,323 | |
| PF (Partial FT)Model=TFT, Strategy=Partial Finetune2026.05 | 0.0145 | 0.0275 | -0.218 | 1,085 | |
| PU (Prog. Unfreeze)Model=TFT, Strategy=Progressive Unfreeze2026.05 | 0.017 | 0.0302 | -0.468 | 928 | |
| Direct TransferModel=TFT, Strategy=Zero-shot Direct Transfer2026.05 | 15.037 | 15.038 | -364,644 | 1.05 |