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Comparing accuracy and interpretability among various versions of DeepAffinity+ (DeepAffinity with regularized and supervised attentions) and DeepRelations. “cstr” in legends indicates physical constraints imposed on attentions through regularization term R2(·), whereas “sup” indicates supervised attentions through regularization term R3(·). A horizontal dashed line indicates the performance of a random predictor.
