Multivariate Time Series Forecasting on PEMS-BAY (R2, MAE, Avg. Rank)
0.766R2SpikF-GO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SpikF-GOCPG=true2026.06 | 0.766 | 2.16 | — | |
| SpikF-GO2026.06 | 0.762 | 2.17 | — | |
| SpikeTCNCPG=true2026.06 | 0.747 | 2.25 | — | |
| TS-TCN2026.06 | 0.743 | 2.27 | — | |
| SpikF2026.06 | 0.74 | 2.21 | — | |
| iSpikformer2026.06 | 0.739 | 2.25 | — | |
| TS-GRU2026.06 | 0.735 | 2.25 | — | |
| FourierGNN2026.06 | 0.733 | 2.16 | — | |
| SpikeRNNCPG=true2026.06 | 0.732 | 2.3 | — | |
| TS-Former2026.06 | 0.723 | 2.29 | — | |
| SpikformerCPG=true2026.06 | 0.721 | 2.28 | — | |
| Spike-GRU2026.06 | 0.573 | 2.91 | — |