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Legal Judgment Prediction on ILDC (test)

84.52Accuracy

FC-Last3-RFN

Updated 1mo ago

Evaluation Results

Method	Links
FC-Last3-RFN 2026.06		84.52	43.44	85.25	34.14	19.91
Attn-Mid3-RFN 2026.06		79.15	54.38	73.06	28.13	13.82
Attn-Mid3-RFN 2026.06		78.88	51.81	76.06	27.04	19.51
Attn-Last3-RFN 2026.06		78.73	40.6	81.17	43.05	13.12
FC-Mid3-RFN 2026.06		78.06	50.5	76.06	30.13	18.06
FC-Last3-RFN 2026.06		77.29	54.06	71	30.3	11.45
FC-Last3-REV 2026.06		75.74	100	54.05	9.52	16.43
FC-Mid3-RFN 2026.06		74.87	65.59	61.61	19.11	14.19
FC-Last3-REV 2026.06		74.85	100	85.25	34.14	19.91
Attn-Mid3-REV 2026.06		74.35	100	76.06	27.04	19.51
FC-Last3-RFN 2026.06		74.17	72.38	54.05	9.52	16.43
Attn-Last3-RFN 2026.06		73.33	68.49	55.25	15.12	13.58
FC-Mid3-REV 2026.06		73.15	99.14	61.61	19.11	14.19
FC-Mid3-REV 2026.06		72.85	100	76.06	30.13	18.06
Attn-Last3-REV 2026.06		72.78	100	55.25	15.12	13.58
Attn-Mid3-REV 2026.06		72.64	99.14	73.06	28.13	13.82
Attn-Last3-RFN 2026.06		71.8	58.67	61.13	30.3	7.41
FC-Last3-REV 2026.06		70.3	99.14	71	30.3	11.45
Attn-Last3-REV 2026.06		68.07	100	81.17	43.05	13.12
Attn-Last3-REV 2026.06		66.35	99.14	61.13	30.3	7.41
Attn-Mid3-RFN 2026.06		65.64	68.16	44.56	24.26	3.75
Attn-Mid3-REV 2026.06		63.16	100	44.56	24.26	3.75
FC-Mid3-RFN 2026.06		60.17	95.72	5.58	3.33	0.33
FC-Mid3-REV 2026.06		59.86	100	5.58	3.33	0.33
LLM-only 2026.06		59.2	100	-	-	-
LLM-only 2026.06		58.78	99.14	-	-	-
LLM-only 2026.06		54.84	100	-	-	-