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Question Answering on PopQA (EM, F1, LLM)

34.2EM

LLM (with RAG*)

Updated 3d ago

Evaluation Results

Method	Links
LLM (with RAG*) 2026.01		34.2	40.17	41.05
SeleCom 2026.01		33.32	40.51	39.56
LLM (with RAG*) 2026.01		32.28	38.52	37.92
SeleCom 2026.01		32.23	38.71	39.02
SeleCom 2026.01		31.42	37.61	37.65
SeleCom 2026.01		31.2	37.71	37.04
LLM (with RAG*) 2026.01		30.01	36.27	35.83
LLM (with RAG*) 2026.01		29.33	35.77	35.13
ICAE 2026.01		26.84	33.8	36.71
LLM (with RAG) 2026.01		25.22	33.19	38.09
COCOM 2026.01		21.72	26.21	25.32
LLM (with RAG) 2026.01		20.91	29.26	38.9
LLMLingua-2 2026.01		14.02	21.29	29.68
LLM (w/o RAG) 2026.01		10.57	15.84	18.16
xRAG 2026.01		10.06	18.3	36.66
LLM (w/o RAG) 2026.01		9.4	16.06	22.58
PISCO 2026.01		0.44	13.28	38.38