Table 5.

The performance of various methods for the temporal relation classification (%)

Method	Precision	Recall	F1-score
SVM	70.13	73.18	71.63
CNN	70.68	79.56	74.86
RNN	67.10	84.68	74.87
RNN-CNN	71.41	81.15	75.97
Merged	74.97	82.07	78.36