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Table 8 Performance comparisons (F-score) with top-ranking systems on the three datasets

From: An attention-based effective neural model for drug-drug interactions extraction

Method Team DB-2013 ML-2013 Overall-2013
P(%) R(%) F(%) P(%) R(%) F(%) P(%) R(%) F(%)
SVM RAIHANI [17] 74.0 43.0 73.7 68.7 71.1
Context-Vector [15] 72.4 52.0 68.4
Kim [16] 69.8 38.2 67.0
FBK-irst [11] 66.7 68.6 67.6 41.9 37.9 39.8 64.6 65.6 65.1
WBI [12] 65.7 60.9 63.2 45.3 30.5 36.5 64.2 57.9 60.9
UTurku [14] 73.8 53.5 62.0 59.3 16.8 26.2 73.2 49.9 59.4
NN MCCNN [21] 70.8 76.0 65.3 70.2
Liu CNN [22] 77.0 66.7 71.5 61.4 45.3 52.1 75.7 64.7 69.8
Zhao SCNN [23] 73.6 67.0 70.2 39.4 39.1 39.2 72.5 65.1 68.6
Ours Att-BLSTM 78.9 75.7 77.3 71.8 59.0 64.7 78.4 76.2 77.3
  1. The highest scores are highlighted in bold