ETTH result cannot be reproduced

cure-lab / SCINet

The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)

Apache License 2.0

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ETTH result cannot be reproduced #33

Closed ariellin10 closed 2 years ago

ariellin10 commented 2 years ago

Hi, I wonder the result on ETTH dataset in paper, are they Normed or Denormed? If they were denormed, the difference between my result and the paper is too large. This is my result, is this correct? (I used the latest version code) Final mean normed mse:0.3660,mae:0.3998 denormed mse:8.2375,mae:1.5608

mixiancmx commented 2 years ago

Hi, in the paper, we use normed mse. Your result is correct.

ariellin10 commented 2 years ago

Thanks!