GestaltCogTeam / BasicTS

A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.
Apache License 2.0
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Add STD-MAE #157

Open malay-gaherwar opened 1 day ago

malay-gaherwar commented 1 day ago

Can you please add STD-MAE? https://github.com/Jimmy-7664/STD-MAE https://arxiv.org/abs/2312.00516

zezhishao commented 1 day ago

Yes, STD-MAE is the next baseline model. I am adding it.

zezhishao commented 1 day ago

Hi, the STD-MAE has been added. Enjoy! If BasicTS does help you, please give us a star and consider citing this paper:

@article{shao2023exploring,
   title={Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis},
   author={Shao, Zezhi and Wang, Fei and Xu, Yongjun and Wei, Wei and Yu, Chengqing and Zhang, Zhao and Yao, Di and Jin, Guangyin and Cao, Xin and Cong, Gao and others},
   journal={arXiv preprint arXiv:2310.06119},
   year={2023}
 }

Thanks a lot!