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ResearchFormerly WizWand

Time Series Forecasting on Hydro

0.106MSETimesNet
0.089040.203520.3180.43248Feb 6, 2026
Updated 8mo ago

Evaluation results

MethodLinks
TimesNetH=96, Variant=+Ours2026.020.1060.11
RMSMH=962026.020.1120.107
RMMH=962026.020.1140.109
DLinearH=96, Variant=+Ours2026.020.1140.11
TimesNetH=96, Variant=Original2026.020.1150.117
iTransformerH=96, Variant=+Ours2026.020.1170.113
PatchTSTH=96, Variant=+Ours2026.020.1170.113
PatchTSTH=96, Variant=Original2026.020.1220.133
DLinearH=96, Variant=Original2026.020.1220.146
iTransformerH=96, Variant=Original2026.020.1260.136
RMSMH=1922026.020.2370.179
PatchTSTH=192, Variant=Original2026.020.2390.199
RMMH=1922026.020.2460.188
DLinearH=192, Variant=+Ours2026.020.2460.188
iTransformerH=192, Variant=+Ours2026.020.2480.192
PatchTSTH=192, Variant=+Ours2026.020.2480.191
TimesNetH=192, Variant=+Ours2026.020.250.195
TimesNetH=192, Variant=Original2026.020.2510.225
iTransformerH=192, Variant=Original2026.020.2530.213
DLinearH=192, Variant=Original2026.020.2540.208
DLinearH=720, Variant=Original2026.020.2690.366
DLinearH=720, Variant=+Ours2026.020.3340.405
PatchTSTH=336, Variant=Original2026.020.3520.273
RMSMH=3362026.020.3560.245
TimesNetH=336, Variant=Original2026.020.360.273
DLinearH=336, Variant=Original2026.020.3720.277
RMMH=3362026.020.3730.261
TimesNetH=336, Variant=+Ours2026.020.3730.264
DLinearH=336, Variant=+Ours2026.020.3730.262
iTransformerH=336, Variant=Original2026.020.3760.279
iTransformerH=336, Variant=+Ours2026.020.3760.265
PatchTSTH=336, Variant=+Ours2026.020.3760.264
PatchTSTH=720, Variant=Original2026.020.4780.329
RMSMH=7202026.020.4850.318
iTransformerH=720, Variant=Original2026.020.5010.338
RMMH=7202026.020.5190.345
TimesNetH=720, Variant=+Ours2026.020.520.347
PatchTSTH=720, Variant=+Ours2026.020.5230.348
iTransformerH=720, Variant=+Ours2026.020.5250.349
TimesNetH=720, Variant=Original2026.020.530.367