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Can't reproduce the result of FreeSolv dataset #2

@zhentg

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@zhentg

Hi, thanks for sharing the code. With the code, I trained the model locally using FreeSolv dataset. But with many trials, I can't reproduce the result in the NJP paper Fig. 3.

I acknowledge that the random split of training and validation set contribute to the variation of the model and subsequently the OOD prediction. I used the default setting, is there anything that I can do to improve the OOD performance?

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