Retrieval on LegalBench RAG (Recall, Precision, IE) benchmark leaderboard · SOTA2 Research

Retrieval on LegalBench RAG (Recall, Precision, IE)

36.91RecallSPROUTRAG

Evaluation Results

Method	Links
SPROUTRAG2026.06		36.91	53.48	19.74
MoC2026.06		32.18	46.11	14.84
PropRAG2026.06		31.47	45.28	14.25
SAKI-RAG2026.06		31.38	46.27	14.52
LightRAG2026.06		30.62	43.97	13.47
LLM2026.06		29.7	59.47	40.1
RAPTOR2026.06		28.64	39.83	11.41
Meta-Chunking-MSP2026.06		28.31	39.26	11.12
MCompassRAG2026.06		27.9	55.1	38.4
Meta-Chunking-PPL2026.06		27.82	38.41	10.69
Dense X Retrieval2026.06		24.83	35.74	8.88
LLM2026.06		22.13	50.4	33.93
SAKI-RAG2026.06		19.27	46.3	31.23
Meta-Chunking2026.06		13.57	37.53	32.7
Meta-Chunking2026.06		11.07	36.1	28.3
RAPTOR2026.06		8.2	32.23	24.27
DenseXRetrieval2026.06		5.13	24.93	19.53