Long-term forecasting on Crypto (test)
0.187MSEAttraos
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AttraosInput length=96, Prediction horizons={96, 192, 336, 720}2024.02 | 0.187 | 0.157 | |
| RWKV-TSInput length=96, Prediction horizons={96, 192, 336, 720}2024.02 | 0.19 | 0.159 | |
| PatchTSTInput length=96, Prediction horizons={96, 192, 336, 720}2024.02 | 0.192 | 0.161 | |
| Mamba4TSInput length=96, Prediction horizons={96, 192, 336, 720}, Time Embedding=true2024.02 | 0.193 | 0.162 | |
| GPT-TSInput length=96, Prediction horizons={96, 192, 336, 720}2024.02 | 0.196 | 0.164 | |
| InvTrmInput length=96, Prediction horizons={96, 192, 336, 720}2024.02 | 0.196 | 0.164 | |
| S-MambaInput length=96, Prediction horizons={96, 192, 336, 720}2024.02 | 0.198 | 0.163 | |
| KoopaInput length=96, Prediction horizons={96, 192, 336, 720}2024.02 | 0.199 | 0.165 | |
| DLinearInput length=96, Prediction horizons={96, 192, 336, 720}2024.02 | 0.201 | 0.176 |