Spatio-temporal forecasting on PeMS04 (30 min 6-step)
0.012CRPSsumTeger
Evaluation Results
| Method | Links | |
|---|---|---|
| TegerBackbone=xLSTM2026.05 | 0.012 | |
| TegerBackbone=Transformer2026.05 | 0.0125 | |
| LASERBackbone=xLSTM2026.05 | 0.014 | |
| TegerBackbone=LSTM2026.05 | 0.0144 | |
| LASERBackbone=Transformer2026.05 | 0.015 | |
| TCVARBackbone=xLSTM2026.05 | 0.0166 | |
| TCVARBackbone=Transformer2026.05 | 0.0171 | |
| LASERBackbone=LSTM2026.05 | 0.0173 | |
| naïveBackbone=xLSTM2026.05 | 0.018 | |
| TegerBackbone=MTGNN2026.05 | 0.019 | |
| TCVARBackbone=LSTM2026.05 | 0.021 | |
| LASERBackbone=MTGNN2026.05 | 0.022 | |
| naïveBackbone=Transformer2026.05 | 0.0231 | |
| naïveBackbone=LSTM2026.05 | 0.0242 | |
| TCVARBackbone=MTGNN2026.05 | 0.0301 | |
| naïveBackbone=MTGNN2026.05 | 0.0335 |