Question about model performance on elevation and air temperature datasets

[YimeiZhang0229]

Hello, I have been using the satclip-vit16-l10.ckpt model you provided to test elevation, and I noticed that the R² value is almost consistent with the results reported in your paper. However, the MSE I obtained is 62877.8116, which is significantly higher than the 0.22 ± 0.01 mentioned in the paper😱. Additionally, while the output on the population dataset seems normal, I encountered similar issues with the air temperature dataset.

Could I be missing any key preprocessing steps or parameter settings? 🤔Thank you for your time and assistance! Looking forward to your response.😊

[jiafr1802]

May I ask where I can access the elevation and population datasets used in the paper? I couldn't find any direct download links or detailed instructions in the repository. It would be really helpful to understand the exact data sources involved for reproducing the paper.

Thanks a lot in advance😊!!!

[YimeiZhang0229]

May I ask where I can access the elevation and population datasets used in the paper? I couldn't find any direct download links or detailed instructions in the repository. It would be really helpful to understand the exact data sources involved for reproducing the paper.

Thanks a lot in advance😊!!!

The author gave a dataset link in issue #6 , you can check it.

[shenk5615-cmyk]

Hi, excuse me, where can I get the rest of the downstream task data (e.g. Median income、California Housing) in addition to the data given?
Thank you very much.