Research Article

Drug-Drug Interaction Extraction via Convolutional Neural Networks

Table 4

Comparison between our CNN-based system and other state-of-the-art systems (%).

SystemsDrugBankMEDLINEOverall

Our system77.0266.7471.5261.4345.2652.1275.7264.6669.75
Kim et al. [12]69.8038.2067.00
FBK-irst [11]66.7068.6067.6041.9037.9039.8064.6065.6065.10
WBI [13]65.7060.9063.2045.3030.5036.5064.2057.9060.90
UTurku [14]73.8053.5062.0059.3016.8026.2073.2049.9059.40
NIL_UCM [15]56.6057.9057.3035.7015.8021.9055.7053.8054.80
UC3M51.8059.8055.5026.5028.4027.4049.5056.8052.90
UWM-TRIADS [16]45.2052.4048.5031.2032.6031.9043.9050.5047.00
SCAI [17]54.6040.4046.4062.5031.6042.0055.1039.5046.00
UColorado_SOM [18]28.8044.1034.9017.3041.1024.4027.2043.8033.60