Time Series Forecasting on WTI (test)
0.146MSERefineBridge
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RefineBridgeBackbone=CHRONOSlarge, Horizon=52025.12 | 0.146 | 0.293 | |
| RefineBridgeBackbone=TIME-MOEbase, Horizon=52025.12 | 0.146 | 0.295 | |
| OriginalBackbone=CHRONOSlarge, Horizon=52025.12 | 0.175 | 0.319 | |
| RefineBridgeBackbone=MOIRAIlarge, Horizon=52025.12 | 0.178 | 0.321 | |
| OriginalBackbone=TIME-MOEbase, Horizon=52025.12 | 0.198 | 0.343 | |
| LoRABackbone=TIME-MOEbase, Horizon=52025.12 | 0.202 | 0.341 | |
| RefineBridgeBackbone=CHRONOSlarge, Horizon=102025.12 | 0.232 | 0.373 | |
| RefineBridgeBackbone=TIME-MOEbase, Horizon=102025.12 | 0.237 | 0.378 | |
| LoRABackbone=CHRONOSlarge, Horizon=52025.12 | 0.252 | 0.373 | |
| OriginalBackbone=CHRONOSlarge, Horizon=102025.12 | 0.278 | 0.41 | |
| RefineBridgeBackbone=MOIRAIlarge, Horizon=102025.12 | 0.28 | 0.408 | |
| LoRABackbone=MOIRAIlarge, Horizon=52025.12 | 0.291 | 0.412 | |
| OriginalBackbone=TIME-MOEbase, Horizon=102025.12 | 0.313 | 0.438 | |
| RefineBridgeBackbone=TIME-MOEbase, Horizon=212025.12 | 0.316 | 0.457 | |
| LoRABackbone=TIME-MOEbase, Horizon=102025.12 | 0.319 | 0.441 | |
| RefineBridgeBackbone=MOIRAIlarge, Horizon=212025.12 | 0.325 | 0.458 | |
| RefineBridgeBackbone=CHRONOSlarge, Horizon=212025.12 | 0.335 | 0.469 | |
| OriginalBackbone=MOIRAIlarge, Horizon=52025.12 | 0.351 | 0.447 | |
| OriginalBackbone=TIME-MOEbase, Horizon=212025.12 | 0.37 | 0.478 | |
| LoRABackbone=TIME-MOEbase, Horizon=212025.12 | 0.395 | 0.501 | |
| OriginalBackbone=CHRONOSlarge, Horizon=212025.12 | 0.407 | 0.503 | |
| OriginalBackbone=MOIRAIlarge, Horizon=212025.12 | 0.409 | 0.502 | |
| LoRABackbone=CHRONOSlarge, Horizon=102025.12 | 0.445 | 0.497 | |
| LoRABackbone=MOIRAIlarge, Horizon=102025.12 | 0.458 | 0.522 | |
| OriginalBackbone=MOIRAIlarge, Horizon=102025.12 | 0.554 | 0.574 | |
| LoRABackbone=CHRONOSlarge, Horizon=212025.12 | 0.586 | 0.627 | |
| RefineBridgeBackbone=CHRONOSlarge, Horizon=632025.12 | 0.774 | 0.721 | |
| LoRABackbone=CHRONOSlarge, Horizon=632025.12 | 0.819 | 0.715 | |
| RefineBridgeBackbone=CHRONOSlarge, Horizon=1262025.12 | 0.844 | 0.742 | |
| RefineBridgeBackbone=MOIRAIlarge, Horizon=632025.12 | 0.891 | 0.769 | |
| OriginalBackbone=CHRONOSlarge, Horizon=632025.12 | 0.907 | 0.771 | |
| RefineBridgeBackbone=TIME-MOEbase, Horizon=632025.12 | 0.928 | 0.798 | |
| RefineBridgeBackbone=MOIRAIlarge, Horizon=1262025.12 | 1.072 | 0.863 | |
| OriginalBackbone=CHRONOSlarge, Horizon=1262025.12 | 1.1 | 0.844 | |
| RefineBridgeBackbone=TIME-MOEbase, Horizon=1262025.12 | 1.16 | 0.904 | |
| LoRABackbone=CHRONOSlarge, Horizon=1262025.12 | 1.176 | 0.876 | |
| LoRABackbone=MOIRAIlarge, Horizon=212025.12 | 1.338 | 0.965 | |
| OriginalBackbone=MOIRAIlarge, Horizon=632025.12 | 1.338 | 0.943 | |
| OriginalBackbone=MOIRAIlarge, Horizon=1262025.12 | 1.813 | 1.047 | |
| LoRABackbone=TIME-MOEbase, Horizon=632025.12 | 1.897 | 1.134 | |
| OriginalBackbone=TIME-MOEbase, Horizon=632025.12 | 2.092 | 1.223 | |
| LoRABackbone=MOIRAIlarge, Horizon=1262025.12 | 2.174 | 1.19 | |
| LoRABackbone=MOIRAIlarge, Horizon=632025.12 | 3.319 | 1.505 | |
| LoRABackbone=TIME-MOEbase, Horizon=1262025.12 | 3.63 | 1.569 | |
| OriginalBackbone=TIME-MOEbase, Horizon=1262025.12 | 4.01 | 1.523 |