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Question Answering on MMLU Med

90.6Accuracy

HCQR

Updated 1mo ago

Evaluation Results

Method	Links
HCQR 2026.03		90.6	-
CoT 2026.03		90.2	-
Rerank-RAG 2026.03		90.1	-
HyDE 2026.03		89.4	-
Simple RAG 2026.03		88.9	-
Rewriting 2026.03		88.8	-
MAIN-RAG 2026.03		88.2	-
HCQR 2026.03		85.4	-
CoT 2026.03		82.9	-
HyDE 2026.03		82.6	-
Rewriting 2026.03		82.5	-
Rerank-RAG 2026.03		82.3	-
Simple RAG 2026.03		81.8	-
MAIN-RAG 2026.03		81.2	-
HCQR 2026.03		79.7	-
HyDE 2026.03		76.5	-
Rerank-RAG 2026.03		75.8	-
MAIN-RAG 2026.03		75.7	-
CoT 2026.03		75	-
Simple RAG 2026.03		74.7	-
Rewriting 2026.03		74.7	-
Full 2026.04		71.33	-
HCQR 2026.03		68.6	-
HyDE 2026.03		67.8	-
Rerank-RAG 2026.03		67.1	-
Rewriting 2026.03		67	-
MAIN-RAG 2026.03		67	-
CoT 2026.03		66.3	-
wICI 2026.04		65.33	-
Simple RAG 2026.03		64.5	-
Full 2026.04		51.67	-
wICI 2026.04		50	-
Random 2026.04		45.67	-
Random 2026.04		36	-
CoT 2026.03		-	78.6
Simple RAG 2026.03		-	77.5
Rerank-RAG 2026.03		-	78.8
Rewriting 2026.03		-	78.2
HyDE 2026.03		-	79.1
MAIN-RAG 2026.03		-	78
HCQR 2026.03		-	81.1