Table 3 Comparison of metrics for evaluating models for predicting rice residues during storage.

From: Rice quality prediction and assessment of pesticide residue changes during storage based on Quatformer

 

MSE

MAE

RMSE

MAPE

SMAPE

LSTM

0.1110

0.2097

0.3331

0.2405

7.1386

RNN

0.0254

0.1421

0.1594

0.1824

6.0516

GRU

0.0216

0.1229

0.1471

0.1654

2.0507

Transformer

0.0201

0.1074

0.1418

0.1514

2.0504

Quatformer

0.0112

0.0814

0.1057

0.1055

0.0204

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