I have trained different entities within a NER task. Among others, I used spaCY, Stanford and BERT for this purpose.
The results show that BERT models perform best on average. However, certain entities (3/9) perform better on spaCy and Stanford NER. I am now looking for general reasons why spaCy and Stanford give better results than BERT. It would be nice if a few can give their thoughts on this.