PriceForecast/juxitingdataset/model_evaluation.csv
2024-11-19 15:51:58 +08:00

690 B

1模型(Model)平均平方误差(MSE)均方根误差(RMSE)平均绝对误差(MAE)
2NLinear811.57628.48819.74
3RNN897.12429.95222.074
4TiDE1015.11331.86123.22
5LSTM1072.17932.74425.674
6DilatedRNN1323.95236.38628.347
7PatchTST1353.44936.78926.175
8TSMixer1467.98238.31428.163
9NHITS1589.95639.87430.203
10GRU1764.14442.00235.821
11DLinear1831.30342.79430.357
12DeepNPTS2890.07653.75938.553
13TFT3040.14855.13842.36
14MLP3459.51758.81845.679
15Informer3635.91460.29944.59
16TSMixerx4352.66465.97549.521
17BiTCN4825.29269.46453.842
18TCN6703.22181.87365.098
19iTransformer12283.86110.83378.95
20MLPMultivariate12681.278112.61182.881
21StemGNN12731.685112.83591.7