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ResearchFormerly WizWand

Time-series forecasting on Electricity (MAE, MSE)

0.24MAEiTransformer
0.21640.37570.5350.6943May 10, 2026May 11, 2026May 12, 2026May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
iTransformerHorizon=962026.050.240.148
STAIRHorizon=962026.050.2450.148
TimeMixerHorizon=962026.050.2470.153
iTransformerHorizon=1922026.050.2530.162
TimeMixerHorizon=1922026.050.2560.166
STAIRHorizon=1922026.050.2590.162
iTransformerHorizon=3362026.050.2690.178
PatchTSTHorizon=962026.050.270.181
TimesNetHorizon=962026.050.2720.168
PatchTSTHorizon=1922026.050.2740.188
STAIRHorizon=3362026.050.2760.177
TimeMixerHorizon=3362026.050.2770.185
STNP2026.050.2810.179
STNP2026.050.2810.179
DLinearHorizon=962026.050.2820.197
DLinearHorizon=1922026.050.2850.196
TimesNetHorizon=1922026.050.2890.184
PatchTSTHorizon=3362026.050.2930.204
TimesNetHorizon=3362026.050.30.198
DLinearHorizon=3362026.050.3010.209
STAIRHorizon=7202026.050.3060.208
FEDformer2026.050.3080.193
TimeMixerHorizon=7202026.050.310.225
CrossformerHorizon=962026.050.3140.219
Autoformer2026.050.3170.201
iTransformerHorizon=7202026.050.3170.225
TimesNetHorizon=7202026.050.320.22
CrossformerHorizon=1922026.050.3220.231
PatchTSTHorizon=7202026.050.3240.246
TiDEHorizon=962026.050.3290.237
TiDEHorizon=1922026.050.330.236
DLinearHorizon=7202026.050.3330.245
CrossformerHorizon=3362026.050.3370.246
TiDEHorizon=3362026.050.3440.249
LogTrans2026.050.3570.258
ConvCNP2026.050.360.287
CrossformerHorizon=7202026.050.3630.28
ANP2026.050.3640.286
SConvCNP2026.050.3640.284
CANP2026.050.3660.285
BANP2026.050.3670.289
TETNP2026.050.3670.283
Informer2026.050.3680.274
TiDEHorizon=7202026.050.3730.284
BNP2026.050.3990.332
CNP2026.050.4010.33
Reformer2026.050.4020.312
NP2026.050.4050.34
TNP2026.050.831.012