Legal Judgment Prediction Based on Multiclass Information Fusion

Table 7

Ablation study on CJO.

	Tasks	Law articles				Charges				Terms of penalty
	Metrics	Acc.	F1	MP	MR	Acc.	F1	MP	MR	Acc.	F1	MP	MR
	THS	87.69	72.88	75.31	71.26	92.23	74.71	75.01	71.33	52.10	31.89	34.30	32.01
	THM	89.40	74.13	76.10	73.60	95.14	78.97	80.07	78.28	52.78	37.78	38.73	39.14
	THSE	90.57	69.75	70.55	70.09	96.12	75.02	75.59	74.83	53.41	38.48	41.46	40.09
	GHME	86.02	50.03	55.81	50.26	94.11	53.92	59.14	53.85	49.88	27.59	32.17	28.52
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