Legal Judgment Prediction Based on Multiclass Information Fusion

Table 6

Judgment prediction results on CJO.

	Tasks	Law articles				Charges				Terms of penalty
	Metrics	Acc.	F1	MP	MR	Acc.	F1	MP	MR	Acc.	F1	MP	MR
Baselines	Fact-Law	88.95	70.56	72.31	71.22	92.35	78.67	80.47	78.83	52.15	37.62	38.51	38.43
	TOPJUDGE	89.55	63.38	63.78	65.72	93.90	66.51	66.60	67.26	53.71	38.71	37.43	41.32
	MPBFN-WCA	88.35	71.54	74.09	70.90	89.78	57.54	66.78	55.81	46.00	20.40	23.74	22.83
Ours	THME	90.93	77.26	80.24	76.43	96.36	81.77	83.05	81.04	56.88	45.71	47.66	46.07