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ResearchFormerly WizWand

Multivariate Time Series Forecasting on Traffic standard (test)

0.387MSETimeMixer
0.377680.440590.50350.56641Dec 19, 2025Jan 11, 2026Feb 3, 2026Feb 27, 2026Mar 22, 2026Apr 14, 2026May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TimeMixerLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.050.3870.262
NPMixerLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.050.3910.269
PatchTSTLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.050.3910.264
TSMixerLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.050.4080.284
SOFTSPrediction Horizon=Avg, Look-back length=962026.020.4090.267
PatchTSTHorizon=962025.120.4460.298
GTRPrediction Horizon=Avg, Look-back length=962026.020.470.28
Lite-STGNNHorizon=1922025.120.5360.319
CrossformerLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.050.5420.283
Lite-STGNNHorizon=962025.120.5450.325
Lite-STGNNHorizon=3362025.120.5470.325
Lite-STGNNHorizon=Mean2025.120.5520.328
Lite-STGNNHorizon=7202025.120.580.344
TimesNetLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.050.620.336