Skill Demand Forecasting on Skill Demand
0MAEFEDformer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FEDformerModel family=Transformer / Hybrid, seq_len=62026.05 | 0 | 0.0001 | 56.74 | 12.2 | |
| InformerModel family=Transformer / Hybrid, seq_len=62026.05 | 0 | 0.0001 | 57.27 | 13.05 | |
| TransformerModel family=Transformer / Hybrid, seq_len=62026.05 | 0 | 0.0001 | 57.19 | 15.43 | |
| ReformerModel family=Transformer / Hybrid, seq_len=62026.05 | 0 | 0.0001 | 57.38 | 14.89 | |
| AutoformerModel family=Transformer / Hybrid, seq_len=62026.05 | 0 | 0.0001 | 58.9 | 18.77 | |
| Nonstationary_TransformerModel family=Transformer / Hybrid, seq_len=62026.05 | 0 | 0.0001 | 63.22 | 22.92 | |
| CrossformerModel family=Transformer / Hybrid, seq_len=62026.05 | 0.0001 | 0.0002 | 64.12 | 29.44 | |
| LSTMModel family=Recurrent / Convolutional, seq_len=62026.05 | 0.0001 | 0.0002 | 64.92 | 31.21 | |
| CHGHModel family=Decomposition / Linear, seq_len=62026.05 | 0.0001 | 0.0002 | 66.96 | 32.53 | |
| TSMixerModel family=Decomposition / Linear, seq_len=62026.05 | 0.0001 | 0.0002 | 67.88 | 33.25 | |
| FreTSModel family=Transformer / Hybrid, seq_len=62026.05 | 0.0001 | 0.0002 | 64.91 | 31.86 | |
| KoopaModel family=Transformer / Hybrid, seq_len=62026.05 | 0.0001 | 0.0002 | 72.05 | 39.42 | |
| DLinearModel family=Decomposition / Linear, seq_len=62026.05 | 0.0001 | 0.0002 | 71.49 | 39.83 | |
| FiLMModel family=Decomposition / Linear, seq_len=62026.05 | 0.0001 | 0.0002 | 68.06 | 37.38 | |
| TiDEModel family=Decomposition / Linear, seq_len=62026.05 | 0.0001 | 0.0002 | 74.33 | 42.39 |