From: An attention-based effective neural model for drug-drug interactions extraction
Method | Team | CLA | DEC | MEC | EFF | ADV | INT |
---|---|---|---|---|---|---|---|
SVM | RAIHANI [17] | 71.1 | 81.5 | 73.6 | 69.6 | 77.4 | 52.4 |
Context-Vector [15] | 68.4 | 81.8 | 66.9 | 71.3 | 71.4 | 51.6 | |
Kim [16] | 67.0 | 77.5 | 69.3 | 66.2 | 72.5 | 48.3 | |
FBK-irst [11] | 65.1 | 80.0 | 67.9 | 62.8 | 69.2 | 54.7 | |
WBI [12] | 60.9 | 75.9 | 61.8 | 61.0 | 63.2 | 51.0 | |
UTurku [14] | 59.4 | 69.9 | 58.2 | 60.0 | 63.0 | 50.7 | |
NN | joint AB-LSTM [32] | 71.5 | 80.3 | 76.3 | 67.6 | 79.4 | 43.1 |
MCCNN [21] | 70.2 | 79.0 | 72.2 | 68.2 | 78.2 | 51.0 | |
Liu CNN [22] | 69.8 | – | 70.2 | 69.3 | 77.8 | 48.4 | |
Zhao SCNN [23] | 68.6 | 77.2 | – | – | – | – | |
Ours | Att-BLSTM | 77.3 | 84.0 | 77.5 | 76.6 | 85.1 | 57.7 |