Share your thoughts, 1 month free Claude Pro on usSee more

Long-term Multivariate Forecasting on Electricity (test)

0.129MSE

PatchTST

Updated 1mo ago

Evaluation Results

Method	Links
PatchTST 2026.06		0.129
SearchCast 2026.06		0.13
OLS 2026.06		0.133
FITS 2026.06		0.133
DLinear 2026.06		0.134
SearchCast 2026.06		0.145
PatchTST 2026.06		0.147
OLS 2026.06		0.148
FITS 2026.06		0.148
iTransformer 2026.06		0.148
DLinear 2026.06		0.149
TimeMixer 2026.06		0.15
SearchCast 2026.06		0.159
PatchTST 2026.06		0.159
SearchCast 2026.06		0.161
OLS 2026.06		0.162
FITS 2026.06		0.162
iTransformer 2026.06		0.162
DLinear 2026.06		0.163
PatchTST 2026.06		0.163
TimeMixer 2026.06		0.163
OLS 2026.06		0.164
FITS 2026.06		0.164
DLinear 2026.06		0.165
TimesNet 2026.06		0.168
iTransformer 2026.06		0.178
iTransformer 2026.06		0.178
TimeMixer 2026.06		0.178
TimeMixer 2026.06		0.178
TimesNet 2026.06		0.184
TimesNet 2026.06		0.192
PatchTST 2026.06		0.197
TimesNet 2026.06		0.198
SearchCast 2026.06		0.199
Autoformer 2026.06		0.201
OLS 2026.06		0.203
FITS 2026.06		0.203
DLinear 2026.06		0.205
TimeMixer 2026.06		0.22
TimesNet 2026.06		0.22
Autoformer 2026.06		0.222
iTransformer 2026.06		0.225
Autoformer 2026.06		0.227
Autoformer 2026.06		0.231
Autoformer 2026.06		0.254