Spatio-temporal forecasting on PeMS07 (30 min 6-step)
0.0878CRPSsumTeger
Evaluation Results
| Method | Links | |
|---|---|---|
| TegerBackbone=xLSTM2026.05 | 0.0878 | |
| TegerBackbone=LSTM2026.05 | 0.0886 | |
| TegerBackbone=Transformer2026.05 | 0.0886 | |
| LASERBackbone=xLSTM2026.05 | 0.0916 | |
| TCVARBackbone=xLSTM2026.05 | 0.0922 | |
| LASERBackbone=Transformer2026.05 | 0.0926 | |
| LASERBackbone=LSTM2026.05 | 0.094 | |
| TCVARBackbone=LSTM2026.05 | 0.0949 | |
| TCVARBackbone=Transformer2026.05 | 0.0949 | |
| TCVARBackbone=MTGNN2026.05 | 0.0955 | |
| naïveBackbone=xLSTM2026.05 | 0.0958 | |
| naïveBackbone=LSTM2026.05 | 0.0972 | |
| naïveBackbone=Transformer2026.05 | 0.0974 | |
| TegerBackbone=MTGNN2026.05 | 0.0978 | |
| naïveBackbone=MTGNN2026.05 | 0.1012 | |
| LASERBackbone=MTGNN2026.05 | 0.1013 |