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Retrieval-Augmented Generation on All Datasets Aggregated

76.6Average Performance Score

GuarantRAG

Updated 1mo ago

Evaluation Results

Method	Links
GuarantRAG 2026.04		76.6	20.6
GuarantRAG 2026.04		76.2	21
GuarantRAG 2026.04		75.8	21.2
GuarantRAG 2026.04		75.2	21.8
P-RAG 2026.04		74.1	23.5
P-RAG 2026.04		73.7	23.9
P-RAG 2026.04		73.3	24.1
SOLAR 2026.04		73.2	24.5
P-RAG 2026.04		72.8	24.6
SOLAR 2026.04		72.8	24.9
SOLAR 2026.04		72.4	25.1
DRAGIN 2026.04		72.3	24.9
SOLAR 2026.04		71.9	25.7
DRAGIN 2026.04		71.9	25.3
FLARE 2026.04		71.8	25.3
DRAGIN 2026.04		71.6	25.5
RQ-RAG 2026.04		71.6	25.8
FLARE 2026.04		71.4	25.7
RQ-RAG 2026.04		71.2	26.1
DRAGIN 2026.04		71.1	26
FLARE 2026.04		71.1	25.9
RQ-RAG 2026.04		70.8	26.4
FLARE 2026.04		70.6	26.4
RQ-RAG 2026.04		70.4	26.9
SelfRAG 2026.04		69.8	27.1
SelfRAG 2026.04		69.4	27.5
SelfRAG 2026.04		69.1	27.8
DA-RAG 2026.04		68.9	27.8
SelfRAG 2026.04		68.7	28.2
DA-RAG 2026.04		68.5	28.2
DA-RAG 2026.04		68.2	28.4
DA-RAG 2026.04		67.8	28.9
Standard RAG 2026.04		65.1	30.2
AtomicRAG 2026.02		64.9	-
Standard RAG 2026.04		64.8	30.6
Standard RAG 2026.04		64.3	30.8
Standard RAG 2026.04		64	31.4
Qwen3-14B-T 2026.04		59.5	32.9
Qwen3-14B-T 2026.04		59.5	32.9
Qwen3-14B-T 2026.04		59.5	32.9
Qwen3-14B-T 2026.04		59.5	32.9
HippoRAG2 2026.02		58.3	-
GFM-RAG 2026.02		56.6	-
Fast-GraphRAG 2026.02		56.1	-
Lazy-GraphRAG 2026.02		51.3	-
RAG 2026.02		51.2	-
LightRAG 2026.02		51	-
RAPTOR 2026.02		51	-
StructRAG 2026.02		50.7	-
RAG 2026.02		50.3	-
KGP 2026.02		49.3	-
MS-GraphRAG 2026.02		46.5	-
HippoRAG 2026.02		46.2	-
KET-RAG 2026.02		42.9	-
MS-GraphRAG 2026.02		33	-