Time Series Forecasting on Lorenz96-3d
0.835MSEAttraos
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AttraosPrediction Horizon=1922024.02 | 0.835 | 0.662 | |
| AttraosPrediction Horizon=3362024.02 | 0.837 | 0.681 | |
| AttraosPrediction Horizon=962024.02 | 0.844 | 0.684 | |
| AttraosPrediction Horizon=AVG2024.02 | 0.847 | 0.692 | |
| AttraosPrediction Horizon=7202024.02 | 0.872 | 0.739 | |
| Mamba4TSPrediction Horizon=96, Configuration=Time Emb.2024.02 | 0.881 | 0.75 | |
| InvTrmPrediction Horizon=1922024.02 | 0.881 | 0.752 | |
| InvTrmPrediction Horizon=962024.02 | 0.891 | 0.736 | |
| S-MambaPrediction Horizon=962024.02 | 0.892 | 0.721 | |
| Mamba4TSPrediction Horizon=336, Configuration=Time Emb.2024.02 | 0.893 | 0.737 | |
| KoopaPrediction Horizon=962024.02 | 0.894 | 0.722 | |
| KoopaPrediction Horizon=1922024.02 | 0.894 | 0.744 | |
| DLinearPrediction Horizon=1922024.02 | 0.899 | 0.714 | |
| Mamba4TSPrediction Horizon=AVG, Configuration=Time Emb.2024.02 | 0.903 | 0.762 | |
| S-MambaPrediction Horizon=1922024.02 | 0.91 | 0.748 | |
| Mamba4TSPrediction Horizon=192, Configuration=Time Emb.2024.02 | 0.91 | 0.753 | |
| InvTrmPrediction Horizon=3362024.02 | 0.914 | 0.753 | |
| RWKV-TSPrediction Horizon=1922024.02 | 0.917 | 0.761 | |
| InvTrmPrediction Horizon=AVG2024.02 | 0.919 | 0.761 | |
| DLinearPrediction Horizon=3362024.02 | 0.922 | 0.787 | |
| RWKV-TSPrediction Horizon=962024.02 | 0.925 | 0.744 | |
| Mamba4TSPrediction Horizon=720, Configuration=Time Emb.2024.02 | 0.927 | 0.806 | |
| DLinearPrediction Horizon=962024.02 | 0.929 | 0.756 | |
| DLinearPrediction Horizon=AVG2024.02 | 0.93 | 0.771 | |
| S-MambaPrediction Horizon=AVG2024.02 | 0.935 | 0.764 | |
| S-MambaPrediction Horizon=3362024.02 | 0.943 | 0.772 | |
| PatchTSTPrediction Horizon=1922024.02 | 0.944 | 0.811 | |
| KoopaPrediction Horizon=AVG2024.02 | 0.957 | 0.803 | |
| PatchTSTPrediction Horizon=962024.02 | 0.963 | 0.786 | |
| RWKV-TSPrediction Horizon=3362024.02 | 0.968 | 0.788 | |
| DLinearPrediction Horizon=7202024.02 | 0.971 | 0.828 | |
| KoopaPrediction Horizon=3362024.02 | 0.982 | 0.823 | |
| RWKV-TSPrediction Horizon=AVG2024.02 | 0.986 | 0.808 | |
| InvTrmPrediction Horizon=7202024.02 | 0.989 | 0.801 | |
| S-MambaPrediction Horizon=7202024.02 | 0.996 | 0.814 | |
| PatchTSTPrediction Horizon=3362024.02 | 0.997 | 0.841 | |
| PatchTSTPrediction Horizon=AVG2024.02 | 1.008 | 0.848 | |
| KoopaPrediction Horizon=7202024.02 | 1.058 | 0.921 | |
| PatchTSTPrediction Horizon=7202024.02 | 1.129 | 0.955 | |
| RWKV-TSPrediction Horizon=7202024.02 | 1.135 | 0.94 |