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some issue about model performance

Open chenywu opened this issue 1 year ago • 1 comments

The models trained in this repository perform much better than the models trained in other repositories. For example, Graph Wavenet in this repository has a mae of 14.65 on the PEMS08 dataset, while Graph Wavenet in another repository has a mae of 18.28 on the PEMS08 dataset. what have you done to improve the accuracy?

chenywu avatar Dec 19 '23 02:12 chenywu

You can refer to our paper to find the reasons for inconsistent performance. Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis.

zezhishao avatar Dec 19 '23 02:12 zezhishao