Multivariate Time Series Forecasting on Traffic (R2, MAE, Avg. Rank)
74.4R2TS-Former
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TS-Former2026.06 | 74.4 | 0.011 | — | |
| SpikformerCPG=true2026.06 | 72.8 | 0.012 | — | |
| TS-TCN2026.06 | 68.9 | 0.014 | — | |
| SpikeTCNCPG=true2026.06 | 68.8 | 0.014 | — | |
| SpikF-GOCPG=true2026.06 | 66.9 | 0.012 | — | |
| SpikF-GO2026.06 | 65.1 | 0.013 | — | |
| FourierGNN2026.06 | 63.2 | 0.013 | — | |
| SpikeRNNCPG=true2026.06 | 55.3 | 0.017 | — | |
| SpikF2026.06 | 54.1 | 0.016 | — | |
| Spike-GRU2026.06 | 49.1 | 0.02 | — | |
| iSpikformer2026.06 | 48.3 | 0.018 | — | |
| TS-GRU2026.06 | 43.7 | 0.019 | — |