Legal Article Retrieval on StatuteRAG (test) benchmark leaderboard · SOTA2 Research

Legal Article Retrieval on StatuteRAG (test)

66.67Recall@1LEXPATH

Evaluation Results

Method	Links
LEXPATH2026.05		66.67	87.91	93.04	68.13	79.86	81.98
QL2026.05		50.55	65.75	71.25	51.65	59.94	62.17
BM252026.05		50.37	67.95	72.34	51.28	61.13	62.95
CRAG2026.05		50.37	63.92	71.25	51.28	58.49	61.56
BM25 + jina-reranker2026.05		50.36	70.51	75.27	51.28	62.75	64.76
BM25 + bge-m32026.05		48.35	72.71	77.84	50.18	63.37	65.45
BM25 + bge-m3 + jina-reranker2026.05		47.98	67.94	73.44	49.81	60.24	62.5
IRCoT2026.05		46.34	61.72	66.67	46.89	55.6	57.66
BM25 + bge-large-zh-v1.52026.05		45.97	67.4	75.82	46.89	59.06	62.6
multilingual-e5-large2026.05		45.42	66.67	73.26	46.52	58.48	61.22
bge-m3 + jina-reranker2026.05		43.4	67.39	73.26	44.68	58.28	60.69
bge-m32026.05		43.04	64.65	72.53	44.32	56.28	59.53
bge-large-zh-v1.52026.05		41.94	61.72	69.78	43.22	54.34	57.7
A-RAG2026.05		38.64	44.69	45.42	39.56	42.57	42.87
gte-Qwen2-1.5B2026.05		38.1	61.9	71.06	39.19	52.36	56.22
text2vec-base-chinese2026.05		36.81	52.38	57.33	37.36	46.25	48.29
SAILER_zh2026.05		31.68	44.51	51.47	31.87	39.48	42.39
ChatLaw_Text2Vec2026.05		5.31	12.09	15.02	5.49	9.22	10.41