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ResearchFormerly WizWand

Time-series forecasting on Traffic (MAE, MSE)

0.268MAEiTransformer
-0.2881163.4656677.2194510.973233May 10, 2026May 11, 2026May 12, 2026May 13, 2026May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
iTransformerHorizon=962026.050.2680.395
iTransformerHorizon=1922026.050.2760.417
iTransformerHorizon=3362026.050.2830.433
TimeMixerHorizon=962026.050.2850.462
STAIRHorizon=962026.050.2870.438
CrossformerHorizon=962026.050.290.522
CrossformerHorizon=1922026.050.2930.53
PatchTSTHorizon=962026.050.2950.462
STAIRHorizon=1922026.050.2960.452
TimeMixerHorizon=1922026.050.2960.473
TimeMixerHorizon=3362026.050.2960.498
PatchTSTHorizon=1922026.050.2960.466
iTransformerHorizon=7202026.050.3020.467
PatchTSTHorizon=3362026.050.3040.482
STAIRHorizon=3362026.050.3050.47
CrossformerHorizon=3362026.050.3050.558
TimeMixerHorizon=7202026.050.3130.506
STNP2026.050.3180.582
STNP2026.050.3180.582
TimesNetHorizon=962026.050.3210.593
PatchTSTHorizon=7202026.050.3220.514
STAIRHorizon=7202026.050.3230.502
TETNP2026.050.3280.627
CrossformerHorizon=7202026.050.3280.589
SConvCNP2026.050.3320.618
TimesNetHorizon=1922026.050.3360.617
TimesNetHorizon=3362026.050.3360.629
TimesNetHorizon=7202026.050.350.64
BANP2026.050.3650.662
CANP2026.050.3660.661
FEDformer2026.050.3660.587
ConvCNP2026.050.370.69
DLinearHorizon=1922026.050.370.598
ANP2026.050.3720.67
DLinearHorizon=3362026.050.3730.605
LogTrans2026.050.3840.684
Autoformer2026.050.3880.613
Informer2026.050.3910.719
BNP2026.050.3930.702
DLinearHorizon=7202026.050.3940.645
DLinearHorizon=962026.050.3960.65
CNP2026.050.3970.722
NP2026.050.4020.706
Reformer2026.050.4230.732
TiDEHorizon=7202026.050.4490.719
TiDEHorizon=1922026.050.4740.756
TiDEHorizon=3362026.050.4770.762
TiDEHorizon=962026.050.4930.805
TNP2026.050.81.462
DRL-STAF2026.051.51936.461
NHMM2026.051.58816.78
Markovian-RNN2026.052.00329.9143
NCTRL2026.052.535312.8844
CHMM2026.055.124550.2464
Parallel HMM2026.055.541159.5501
Parallel HOHMM2026.055.541959.5004
DEN-HMM2026.0513.8156245.5208
Parallel HSMM2026.0514.1709259.8108