The extent of the regularizer's influence on the model is adapted by a mix parameter ρ ∈ [0, 1]: the higher the value of ρ, the more influence the SN data has on the model, and vice versa.
we computed the Mean Averaged Precision (MAP) score by macro-averaging the AP scores over the set of frames.