Assessing the performance of the multimodal model. (A) Scatter plots comparing the AUROC and AP scores of DeepRiPe and the singlemodal model (the model using only sequence features). Each data point represents an RBP and it falls above the diagonal when DeepRiPe outperforms the singlemodal model. (B) Two examples of attribution maps that correspond to region inputs obtained from the multimodal model using IG method for the positives samples of two RBPs, CSTF2 and ELAVL2.