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ResearchFormerly WizWand

Spatio-temporal forecasting on PeMS04 (30 min 6-step)

0.012CRPSsumTeger
0.011140.0169450.022750.028555May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TegerBackbone=xLSTM2026.050.012
TegerBackbone=Transformer2026.050.0125
LASERBackbone=xLSTM2026.050.014
TegerBackbone=LSTM2026.050.0144
LASERBackbone=Transformer2026.050.015
TCVARBackbone=xLSTM2026.050.0166
TCVARBackbone=Transformer2026.050.0171
LASERBackbone=LSTM2026.050.0173
naïveBackbone=xLSTM2026.050.018
TegerBackbone=MTGNN2026.050.019
TCVARBackbone=LSTM2026.050.021
LASERBackbone=MTGNN2026.050.022
naïveBackbone=Transformer2026.050.0231
naïveBackbone=LSTM2026.050.0242
TCVARBackbone=MTGNN2026.050.0301
naïveBackbone=MTGNN2026.050.0335