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Zero-shot performance is not reproduceable #32

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MogicianXD opened this issue Nov 30, 2024 · 1 comment
Open

Zero-shot performance is not reproduceable #32

MogicianXD opened this issue Nov 30, 2024 · 1 comment

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@MogicianXD
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Dear Authors,

Thanks for your work! Following your zero-shot setting (with the lookback length as 672 and the forecast length as 96), my results do not match those reported in Table 18 in your paper, though running your official codes.

Below are the MSEs:

  Timer (reproduced) Timer-1B Timer-16B Timer-28B
ETTh1 0.454 0.438 0.364 0.393
traffic 0.479 0.458 0.399 0.414
weather 0.190 0.181 0.203 0.243
electricity 0.210 0.192 0.139 0.147

Could you provide more information about your released Timer_forecast_1.0.ckpt?

@iapcal
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iapcal commented Dec 10, 2024

Same question: Could you please clarify the dataset size that the provided checkpoint was pretrained on?

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