After adding new data, the problems displayed after testing the model

[hanrm94]

After adding new data and conducting model testing, some points have particularly large errors. What are the problems with the newly added dataset or other reasons？
before adding new data：

after adding new data：

[njzjz]

The new data has very different energies and large forces, which may decrease the RMSE.