Legal Concept Entailment on Legal Concept Entailment (test) benchmark leaderboard · SOTA2 Research

Legal Concept Entailment on Legal Concept Entailment (test)

75.03AccuracyATRIE

Evaluation Results

Method	Links
ATRIE2025.01		75.03	73.21	69.97	70.87	5.946
ATRIE2025.01		74.5	72.49	69.56	70.39	5.84
Direct Interpretation2025.01		72.72	70.98	66.11	66.9	5.677
Direct Interpretation2025.01		72.35	70.03	66.43	67.18	5.642
Expert Interpretation2025.01		72.13	70.78	64.68	65.3	5.63
Judicial Interpretation2025.01		72.1	69.87	65.82	66.54	5.573
Chain-of-Thought2025.01		71.95	72.07	63.26	63.46	5.717
Expert Interpretation2025.01		71.95	69.85	65.31	66.01	5.581
Chain-of-Thought2025.01		71.52	73.83	61.6	61.01	5.666
Zero-Shot2025.01		71.38	72.64	61.81	61.42	5.658
Zero-Shot2025.01		70.92	73.04	60.78	59.88	5.525
Judicial Interpretation2025.01		70.92	68.24	64.62	65.23	5.347
Random2025.01		51.66	51.13	51.23	50.32	—
Random2025.01		51.66	51.13	51.23	50.32	—