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分类实验结果无法复现 #321
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您好,感谢关注,UEA这个数据集一些子集的数据量很小,比如EthanolConcentration,训练数据集只有261条数据,所以可能会波动比较大。另外需要确认pytorch版本,是不是1.7.1,因为fft的改版也可能会造成效果波动。 |
pytorch版本是1.7.1,完全按照示例跑的,其他baseline的跑分也完全达不到论文的情况 |
哥们,你知道时序分类数据集的格式是啥不,一般都是TS 文件么 |
github 上 提供了论文测试数据集下载的链接, 再找找
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***@***.***>主题Re: [thuml/Time-Series-Library] 分类实验结果无法复现 (Issue #321)
哥们,你知道时序分类数据集的格式是啥不,一般都是TS 文件么
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分类实验中,分别跑了下面几个模型,算出ACC平均值如下,与论文实验结果不符:
TimesNet 平均值 0.726112379
Informer 平均值 0.698233222
Autoformer 平均值 0.595744996
iTransformer 平均值 0.699916293
比如下面执行命令:
classification
bash ./scripts/classification/iTransformer.sh
显卡: RTX 2080 Ti CPU: Xeon(R) Platinum 8255C CPU @ 2.50GHz
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