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Time Series Forecasting on Electricity (MSE)

0.14MSE

Ours^cd

Updated 1mo ago

Evaluation Results

Method	Links
Ours^cd 2025.05		0.14
TTMs-SFF 2026.06		0.149
Ours 2025.05		0.15
TTMs-FF 2026.06		0.151
SpecReTF 2026.06		0.157
RAFT 2026.06		0.162
DLinear 2026.06		0.164
Non-stationary 2025.05		0.17
Autoformer 2025.05		0.18
MICN 2026.06		0.184
GTM 2025.02		0.187
PatchTST 2026.06		0.188
TIMER-1B 2025.02		0.192
Stationary 2026.06		0.192
FEDformer 2025.05		0.2
TimesNet 2026.06		0.204
MOIRAI-S 2025.02		0.212
MOIRAI-SFF 2026.06		0.221
MOIRAI-FF 2026.06		0.226
Autoformer 2026.06		0.24
Transformer 2025.05		0.25
FEDformer 2026.06		0.274
Informer 2025.05		0.3
UniTS-SFF 2026.06		0.309
Informer 2026.06		0.42
UniTS-FF 2026.06		0.476
MOMENT 2025.02		0.744
Chronos-SFF 2026.06		0.861
Chronos-FF 2026.06		0.885