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Table 2 Comparison of overall performance on CG, PC and MLEE task (test set)

From: Biomedical event extraction with a novel combination strategy based on hybrid deep neural networks

  CG PC MLEE
Methods Recall Precision F1 Scores Recall Precision F1 Scores Recall Precision F1 Scores
RelAgent [6] 41.73 49.58 45.32 - - - - - -
NCBI [5] 38.28 58.84 46.38 - - - - - -
Zhou and Zhong [28] - - - - - - 59.19 55.76 57.41
TEES [8] 48.76 64.17 55.41 47.15 55.78 51.10 - - -
EventMine [9] 48.83 55.82 52.09 52.23 53.48 52.84 49.56 62.28 55.20
Wang et al. [12] - - - - - - 56.23 60.65 58.31
Li et al. [13] - - - - - - 53.61 67.23 59.65
TEES CNN [14] 50.77 66.55 57.60 50.34 62.16 55.62 - - -
Proposed 51.91 65.81 58.04 50.65 61.95 55.73 55.02 66.08 60.05