Legal Judgment Prediction Based on Multiclass Information Fusion

Table 8

Comparable results of the effect of different information sources in the model.

	Tasks	Law articles				Charges				Terms of penalty
Baselines	Metrics	Acc.	F1	MP	MR	Acc.	F1	MP	MR	Acc.	F1	MP	MR
	Fact	89.51	73.72	76.75	74.43	95.11	78.53	79.44	78.41	50.94	36.95	39.35	39.66
	-Court view	90.00	74.99	78.03	74.60	95.39	79.48	80.89	78.92	55.57	42.40	45.98	42.55
	-Defendant’s information	90.90	76.02	81.41	75.52	96.35	81.35	82.74	80.71	55.61	43.86	48.05	43.84
	-Case’s conclusion	90.40	75.13	77.68	75.06	96.13	80.15	81.85	79.36	55.08	43.22	46.75	43.19
Ours	THME	90.93	77.28	80.26	76.44	96.36	81.77	83.06	81.04	56.89	45.72	47.68	46.08