Before revision:  The complexity of the evaluation pipelines and  abundance of design choices have led to difficulties in quantifying the progress in the field and identifying the state-of-the-art .
After revision:  The complexity of the evaluation pipelines and an abundance of design choices have led to difficulties in quantifying the progress in the field and identifying the state-of-the-art .