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Benchmarks
Spatio-temporal Forecasting on PeMS03 (30 min 6-step)
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0.0305
CRPSsum
Teger
0.029684
0.035192
0.0407
0.046208
May 18, 2026
CRPSsum
Updated 15d ago
Evaluation Results
Method
Method
Links
CRPSsum
Teger
Backbone=Transformer
2026.05
0.0305
Teger
Backbone=xLSTM
2026.05
0.0328
LASER
Backbone=Transformer
2026.05
0.0329
LASER
Backbone=xLSTM
2026.05
0.036
TCVAR
Backbone=Transformer
2026.05
0.0371
LASER
Backbone=LSTM
2026.05
0.0397
Teger
Backbone=LSTM
2026.05
0.0401
LASER
Backbone=MTGNN
2026.05
0.0403
TCVAR
Backbone=xLSTM
2026.05
0.0405
TCVAR
Backbone=LSTM
2026.05
0.0419
TCVAR
Backbone=MTGNN
2026.05
0.0422
Teger
Backbone=MTGNN
2026.05
0.0445
naïve
Backbone=xLSTM
2026.05
0.0464
naïve
Backbone=Transformer
2026.05
0.0473
naïve
Backbone=LSTM
2026.05
0.0476
naïve
Backbone=MTGNN
2026.05
0.0509
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