Regression on ETT Dataset
0.058MAEATD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ATDCNN+LSTM Parameters (Millions)=70, Transformer+ViT Parameters (Millions)=2822023.06 | 0.058 | 0.006 | |
| MSMFCNN+LSTM Parameters (Millions)=88, Transformer+ViT Parameters (Millions)=3052023.06 | 0.098 | 0.019 | |
| ISRCPCNN+LSTM Parameters (Millions)=95, Transformer+ViT Parameters (Millions)=3102023.06 | 0.112 | 0.025 | |
| BIMCNN+LSTM Parameters (Millions)=82, Transformer+ViT Parameters (Millions)=2982023.06 | 0.131 | 0.034 | |
| Cross-attentionCNN+LSTM Parameters (Millions)=160, Transformer+ViT Parameters (Millions)=3702023.06 | 0.187 | 0.086 | |
| Unimodal (Numerical/Time-series)2023.06 | 0.187 | 0.0298 | |
| LMFCNN+LSTM Parameters (Millions)=71, Transformer+ViT Parameters (Millions)=2832023.06 | 0.337 | 0.116 |