Cannot replicate the results for loca_few_shot.pth model checkpoint

Hi,
Thank you very much for sharing your work.
I am experiencing an issue where I cannot replicate the results published while using the loca_few_shot.pth model checkpoint file.
The results I observed after running the evaluation script are as follows:
Val set MAE: 62.53 RMSE: 127.91
Test set MAE: 58.45 RMSE: 149.80
Thanks in advance for your time and assistance.

Best regards,
Yael