List your company
ResearchFormerly WizWand

Long-Term Time Series Forecasting on WTH

0.139MSEIdealTSF
0.129320.194660.260.32534Dec 5, 2025Dec 31, 2025Jan 27, 2026Feb 23, 2026Mar 22, 2026Apr 18, 2026May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
IdealTSFH=962025.120.1390.192
-Mixer++H=962025.120.1550.205
Twins*H=962025.120.1610.201
-KANH=962025.120.1620.208
iTrans*H=962025.120.1740.214
IdealTSFH=1922025.120.1760.23
PatchTSTH=962025.120.1770.218
DLinearH=962025.120.1960.255
SAM*H=962025.120.1970.249
-Mixer++H=1922025.120.2010.245
-KANH=1922025.120.2070.249
Twins*H=1922025.120.2110.248
IdealTSFH=3362025.120.2160.263
PESD-TSFL=AVG2026.050.2170.248
PESD-TSFPrediction Length (O)=AVG2026.050.2170.248
TIMEBASEL=AVG2026.050.2190.263
TIMEBRIDGEL=AVG2026.050.2190.249
TIMEBRIDGEPrediction Length (O)=AVG2026.050.2190.249
iTrans*H=1922025.120.2210.254
DEFORM**L=AVG2026.050.2220.262
PatchTSTH=1922025.120.2250.259
TIMEMIXERL=AVG2026.050.2260.264
PATCHTSTL=AVG2026.050.2260.264
ITRANS*L=AVG2026.050.2330.271
SAM*H=1922025.120.2350.277
-Mixer++H=3362025.120.2370.265
DLinearH=1922025.120.2370.296
SPARSETSFL=AVG2026.050.2440.286
-KANH=3362025.120.2630.29
Twins*H=3362025.120.2660.291
IdealTSFH=7202025.120.2710.309
SAM*H=3362025.120.2760.304
iTrans*H=3362025.120.2780.296
DLinearH=3362025.120.2830.359
PatchTSTH=3362025.120.2930.297
-Mixer++H=7202025.120.3120.334
SAM*H=7202025.120.3340.342
-KANH=7202025.120.3380.34
Twins*H=7202025.120.3470.343
PatchTSTH=7202025.120.3480.345
iTrans*H=7202025.120.3580.347
DLinearH=7202025.120.3810.487