Time-series forecasting on Electricity horizon 3 (test)
0.994R2SpikySpace
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SpikySpaceBackbone=SSM, SNN=true2026.01 | 0.994 | 0.137 | 0.17 | 98.2 | 0.868 | |
| SpikeSTAGBackbone=LSTM, transformer, SNN=true2026.01 | 0.987 | 0.207 | 4.39 | 53.64 | 1.566 | |
| iTransformerBackbone=transformer, SNN=false2026.01 | 0.983 | 0.213 | 9.47 | — | 1.634 | |
| iSpikformerBackbone=transformer, SNN=true2026.01 | 0.982 | 0.214 | 3.19 | 66.3 | 1.634 |