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. 2025 Jul 24;11:e3001. doi: 10.7717/peerj-cs.3001

Table 4. Comparison of models with processing times and normalization applied.

Models Time (min) Normalization “scaler_type”:
TFT 18.49 robust, standard
RNN 17.08 robust
LSTM 42.49 robust
GRU 59.15 robust
TCN 2.34 robust
DeepAR 6.90 standard
DilatedRNN 3.40 robust
BiTCN 0.83 standard
VanillaTransformer 5.89 robust
Informer 6.26 robust
Former 8.98 robust
FEDformer 2.87 robust
PatchTST 2.03 robust
iTransformer 0.29 robust