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Medical Question Answering on BioASQ

88.67Accuracy

SEMA-RAG

Updated 15d ago

Evaluation Results

Method	Links
SEMA-RAG 2026.05		88.67
SEMA-RAG 2026.05		88.19
CoT 2026.05		85.76
MedRAG 2026.05		85.6
i-MedRAG 2026.05		83.17
SEMA-RAG 2026.05		83.01
SEMA-RAG 2026.05		82.85
i-MedRAG 2026.05		82.52
CoT 2026.05		81.72
MedCPT 2026.05		81.39
ReFilter 2026.02		80.74
CHR 2026.04		80.7
i-MedRAG 2026.05		80.58
CoT 2026.05		80.1
S-RAG 2026.02		79.29
DyPRAG 2026.02		79.29
PRAG 2026.02		79.13
ReFilter 2026.02		78.8
MedRAG 2026.05		78.48
Vanilla 2026.02		78.16
i-MedRAG 2026.05		77.99
S-RAG 2026.02		77.18
Vanilla 2026.02		76.54
MedCPT 2026.05		76.38
PRAG 2026.02		76.05
DyPRAG 2026.02		75.89
MedCPT 2026.05		75.89
CHR 2026.04		75.6
Standard RAG 2026.04		74.3
SEMA-RAG 2026.05		72.98
MedRAG 2026.05		72.65
MedRAG 2026.05		72.33
CSQE 2026.04		72.2
ReFilter 2026.02		71.04
MedCPT 2026.05		70.06
PRAG 2026.02		69.9
CoT 2026.05		68.45
DyPRAG 2026.02		67.96
Vanilla 2026.02		66.18
S-RAG 2026.02		66.18
Query2doc 2026.04		65.2
i-MedRAG 2026.05		64.72
CHR 2026.04		63.1
MedRAG 2026.05		62.78
MedCPT 2026.05		60.84
Standard RAG 2026.04		60.5
CoT 2026.05		58.9
Query2doc 2026.04		58.6
CSQE 2026.04		56.5
ThinkQE 2026.04		52.1
HyDE (H+ only) 2026.04		51.3
HyDE (H+ only) 2026.04		48.4
Query2doc 2026.04		46.9
CSQE 2026.04		44.8
ThinkQE 2026.04		44.5
ThinkQE 2026.04		43.4
HyDE (H+ only) 2026.04		42.2
Standard RAG 2026.04		41.8
ReFilter 2026.02		37.22
Vanilla 2026.02		36.57
PRAG 2026.02		35.44
DyPRAG 2026.02		35.11
S-RAG 2026.02		34.47