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ResearchFormerly WizWand

Spatio-temporal forecasting on METR-LA (20% test)

2.73MAEGWavenet + RRN
2.6743.0523.433.808Apr 17, 2026
Updated 6mo ago

Evaluation results

MethodLinks
GWavenet + RRNHorizon=3, Backbone=Graph WaveNet, RRN Integration=true2026.042.735.19
GWavenetHorizon=3, Backbone=Graph WaveNet, RRN Integration=false2026.042.755.22
GMAN + RRNHorizon=3, Backbone=GMAN, RRN Integration=true2026.042.765.32
Auto-DSTSGNHorizon=3, Backbone=Auto-DSTSGN, RRN Integration=false2026.042.775.35
Auto-DSTSGN + RRNHorizon=3, Backbone=Auto-DSTSGN, RRN Integration=true2026.042.785.38
GMANHorizon=3, Backbone=GMAN, RRN Integration=false2026.042.815.47
DCRNN + RRNHorizon=3, Backbone=DCRNN, RRN Integration=true2026.042.845.4
DCRNNHorizon=3, Backbone=DCRNN, RRN Integration=false2026.042.915.58
STPGNNHorizon=3, Backbone=STPGNN, RRN Integration=false2026.042.925.67
STPGNN + RRNHorizon=3, Backbone=STPGNN, RRN Integration=true2026.042.925.66
Auto-DSTSGNHorizon=6, Backbone=Auto-DSTSGN, RRN Integration=false2026.043.136.29
Auto-DSTSGN + RRNHorizon=6, Backbone=Auto-DSTSGN, RRN Integration=true2026.043.156.39
GMAN + RRNHorizon=6, Backbone=GMAN, RRN Integration=true2026.043.156.4
GWavenetHorizon=6, Backbone=Graph WaveNet, RRN Integration=false2026.043.166.27
GWavenet + RRNHorizon=6, Backbone=Graph WaveNet, RRN Integration=true2026.043.166.24
GMANHorizon=6, Backbone=GMAN, RRN Integration=false2026.043.196.45
DCRNN + RRNHorizon=6, Backbone=DCRNN, RRN Integration=true2026.043.36.51
STPGNNHorizon=6, Backbone=STPGNN, RRN Integration=false2026.043.366.75
STPGNN + RRNHorizon=6, Backbone=STPGNN, RRN Integration=true2026.043.366.77
DCRNNHorizon=6, Backbone=DCRNN, RRN Integration=false2026.043.46.74
Auto-DSTSGN + RRNHorizon=12, Backbone=Auto-DSTSGN, RRN Integration=true2026.043.577.37
Auto-DSTSGNHorizon=12, Backbone=Auto-DSTSGN, RRN Integration=false2026.043.587.35
GMAN + RRNHorizon=12, Backbone=GMAN, RRN Integration=true2026.043.637.61
GMANHorizon=12, Backbone=GMAN, RRN Integration=false2026.043.657.51
GWavenet + RRNHorizon=12, Backbone=Graph WaveNet, RRN Integration=true2026.043.667.39
GWavenetHorizon=12, Backbone=Graph WaveNet, RRN Integration=false2026.043.687.44
STPGNNHorizon=12, Backbone=STPGNN, RRN Integration=false2026.043.877.87
STPGNN + RRNHorizon=12, Backbone=STPGNN, RRN Integration=true2026.043.887.91
DCRNN + RRNHorizon=12, Backbone=DCRNN, RRN Integration=true2026.043.937.9
DCRNNHorizon=12, Backbone=DCRNN, RRN Integration=false2026.044.138.25