Time Series Forecasting on S&P 500 (test)
0.008MSERefineBridge
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RefineBridgeBackbone=CHRONOSlarge, Horizon=52025.12 | 0.008 | 0.067 | |
| RefineBridgeBackbone=MOIRAIlarge, Horizon=52025.12 | 0.008 | 0.069 | |
| OriginalBackbone=CHRONOSlarge, Horizon=52025.12 | 0.009 | 0.075 | |
| RefineBridgeBackbone=TIME-MOEbase, Horizon=52025.12 | 0.009 | 0.073 | |
| LoRABackbone=CHRONOSlarge, Horizon=52025.12 | 0.011 | 0.078 | |
| LoRABackbone=TIME-MOEbase, Horizon=52025.12 | 0.011 | 0.079 | |
| OriginalBackbone=TIME-MOEbase, Horizon=52025.12 | 0.012 | 0.088 | |
| RefineBridgeBackbone=CHRONOSlarge, Horizon=102025.12 | 0.014 | 0.092 | |
| OriginalBackbone=MOIRAIlarge, Horizon=52025.12 | 0.016 | 0.095 | |
| OriginalBackbone=CHRONOSlarge, Horizon=102025.12 | 0.016 | 0.101 | |
| LoRABackbone=CHRONOSlarge, Horizon=102025.12 | 0.017 | 0.099 | |
| RefineBridgeBackbone=MOIRAIlarge, Horizon=102025.12 | 0.017 | 0.098 | |
| LoRABackbone=TIME-MOEbase, Horizon=102025.12 | 0.017 | 0.103 | |
| RefineBridgeBackbone=TIME-MOEbase, Horizon=102025.12 | 0.018 | 0.105 | |
| OriginalBackbone=MOIRAIlarge, Horizon=102025.12 | 0.021 | 0.111 | |
| OriginalBackbone=TIME-MOEbase, Horizon=102025.12 | 0.022 | 0.121 | |
| LoRABackbone=MOIRAIlarge, Horizon=52025.12 | 0.023 | 0.11 | |
| LoRABackbone=MOIRAIlarge, Horizon=102025.12 | 0.026 | 0.122 | |
| RefineBridgeBackbone=MOIRAIlarge, Horizon=212025.12 | 0.103 | 0.251 | |
| RefineBridgeBackbone=CHRONOSlarge, Horizon=212025.12 | 0.105 | 0.26 | |
| OriginalBackbone=MOIRAIlarge, Horizon=212025.12 | 0.115 | 0.267 | |
| OriginalBackbone=CHRONOSlarge, Horizon=212025.12 | 0.157 | 0.324 | |
| RefineBridgeBackbone=TIME-MOEbase, Horizon=212025.12 | 0.279 | 0.426 | |
| RefineBridgeBackbone=MOIRAIlarge, Horizon=632025.12 | 0.297 | 0.427 | |
| OriginalBackbone=TIME-MOEbase, Horizon=212025.12 | 0.357 | 0.491 | |
| OriginalBackbone=MOIRAIlarge, Horizon=632025.12 | 0.388 | 0.487 | |
| RefineBridgeBackbone=CHRONOSlarge, Horizon=632025.12 | 0.567 | 0.601 | |
| RefineBridgeBackbone=MOIRAIlarge, Horizon=1262025.12 | 0.764 | 0.691 | |
| LoRABackbone=MOIRAIlarge, Horizon=212025.12 | 0.898 | 0.329 | |
| OriginalBackbone=CHRONOSlarge, Horizon=632025.12 | 1.164 | 0.894 | |
| RefineBridgeBackbone=TIME-MOEbase, Horizon=632025.12 | 1.328 | 1.007 | |
| LoRABackbone=TIME-MOEbase, Horizon=212025.12 | 1.33 | 1.098 | |
| OriginalBackbone=MOIRAIlarge, Horizon=1262025.12 | 1.566 | 0.996 | |
| LoRABackbone=CHRONOSlarge, Horizon=212025.12 | 1.894 | 1.339 | |
| RefineBridgeBackbone=CHRONOSlarge, Horizon=1262025.12 | 2.102 | 1.207 | |
| LoRABackbone=TIME-MOEbase, Horizon=632025.12 | 2.293 | 1.389 | |
| LoRABackbone=TIME-MOEbase, Horizon=1262025.12 | 2.511 | 1.326 | |
| OriginalBackbone=TIME-MOEbase, Horizon=632025.12 | 2.542 | 1.391 | |
| LoRABackbone=CHRONOSlarge, Horizon=632025.12 | 3.308 | 1.025 | |
| RefineBridgeBackbone=TIME-MOEbase, Horizon=1262025.12 | 3.338 | 1.603 | |
| LoRABackbone=MOIRAIlarge, Horizon=632025.12 | 3.972 | 1.906 | |
| OriginalBackbone=CHRONOSlarge, Horizon=1262025.12 | 5.536 | 2.026 | |
| LoRABackbone=MOIRAIlarge, Horizon=1262025.12 | 5.55 | 2.188 | |
| LoRABackbone=CHRONOSlarge, Horizon=1262025.12 | 6.493 | 2.457 | |
| OriginalBackbone=TIME-MOEbase, Horizon=1262025.12 | 9.257 | 2.761 |