613 B
613 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) |
---|---|---|---|---|
2 | BiTCN | 1.824 | 1.35 | 1.036 |
3 | TSMixer | 1.947 | 1.395 | 1.097 |
4 | TiDE | 2.017 | 1.42 | 1.098 |
5 | MLPMultivariate | 2.049 | 1.432 | 1.056 |
6 | NHITS | 2.087 | 1.445 | 1.113 |
7 | NLinear | 2.157 | 1.469 | 1.105 |
8 | PatchTST | 2.267 | 1.506 | 1.123 |
9 | DilatedRNN | 2.329 | 1.526 | 1.16 |
10 | DLinear | 2.361 | 1.537 | 1.125 |
11 | GRU | 2.372 | 1.54 | 1.167 |
12 | TSMixerx | 2.381 | 1.543 | 1.185 |
13 | MLP | 2.409 | 1.552 | 1.203 |
14 | TFT | 2.449 | 1.565 | 1.162 |
15 | DeepNPTS | 2.456 | 1.567 | 1.22 |
16 | iTransformer | 2.498 | 1.581 | 1.2 |
17 | FEDformer | 2.516 | 1.586 | 1.222 |
18 | Informer | 2.541 | 1.594 | 1.165 |
19 | RNN | 3.071 | 1.753 | 1.298 |
20 | StemGNN | 3.297 | 1.816 | 1.486 |
21 | LSTM | 3.573 | 1.89 | 1.601 |
22 | TCN | 8.293 | 2.88 | 2.592 |