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ResearchFormerly WizWand

Multivariate Time Series Forecasting on METR-LA (test)

0.05MAEFourierGNN
0.042360.093930.14550.19707Nov 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FourierGNNHorizon=32023.110.050.11386.3
StemGNNHorizon=32023.110.0520.11586.39
STGCNHorizon=32023.110.0580.13359.02
AGCRNHorizon=32023.110.0620.13124.96
CoSTHorizon=32023.110.0640.11888.44
FourierGNNHorizon=62023.110.0660.1487.97
StemGNNHorizon=62023.110.0690.14187.71
InformerHorizon=32023.110.0760.14169.96
FourierGNNHorizon=92023.110.0760.15988.99
CoSTHorizon=62023.110.0770.14189.63
STGCNHorizon=62023.110.080.17760.67
StemGNNHorizon=92023.110.080.16289
FourierGNNHorizon=122023.110.0840.16589.69
AGCRNHorizon=62023.110.0860.16527.62
InformerHorizon=62023.110.0880.16370.94
CoSTHorizon=92023.110.0880.15990.56
StemGNNHorizon=122023.110.0930.17590.25
InformerHorizon=92023.110.0960.17872.26
CoSTHorizon=122023.110.0970.17191.42
AGCRNHorizon=92023.110.0990.18829.72
InformerHorizon=122023.110.10.1972.54
STGCNHorizon=92023.110.1020.20962.08
AGCRNHorizon=122023.110.1090.20431.73
STGCNHorizon=122023.110.1280.23863.81
MTGNNHorizon=32023.110.1350.29417.99
MTGNNHorizon=62023.110.1440.30718.82
MTGNNHorizon=92023.110.1490.32819.38
MTGNNHorizon=122023.110.1530.31619.92
DCRNNHorizon=32023.110.160.20480
GraphWaveNetHorizon=32023.110.180.36621.9
GraphWaveNetHorizon=62023.110.1840.37522.95
DCRNNHorizon=62023.110.1910.24383.15
GraphWaveNetHorizon=92023.110.1960.38223.61
GraphWaveNetHorizon=122023.110.2020.38624.14
DCRNNHorizon=92023.110.2160.26985.72
DCRNNHorizon=122023.110.2410.29188.25