Precise action spotting has attracted attention due to its applications.Existing methods overlook a challenge of temporal misalignment in ground-truth labels.A novel dynamic label assignment strategy is proposed to tackle this issue.The method achieves state-of-the-art performance in conditions with temporal misalignment in labels.