Open oops343 opened 1 day ago
sry about the open&reopen, dont know how to refer a comment :( good paper, thank u for your excellent work and congrats! But I have some questions, hope u can help me with them...
Hi oops343,
Thanks for your interest!
Regarding your questions:
The term "zero-shot" in the context of this study refers to the evaluation methodology for all baseline models. These models are trained on a comprehensive dataset excluding the target dataset, and then evaluated on the target dataset without further fine-tuning. For additional comparative analysis, Table 7 in the appendix presents results where models are specifically trained on individual target datasets (ETTh1, ETTh2).
To ensure a fair comparison, we employed a systematic approach to hyperparameter optimization:
Best regards.
Originally posted by @idevede in https://github.com/DC-research/TEMPO/issues/3#issuecomment-2284787546