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Multi-hop Question Answering on HotpotQA (EM, F1, LLM)

61.13EM

SeleCom

Updated 3d ago

Evaluation Results

Method	Links
SeleCom 2026.01		61.13	76.16	76.57
SeleCom 2026.01		59.14	74.38	75.43
LLM (with RAG*) 2026.01		57.22	74.36	69.96
LLM (with RAG*) 2026.01		56.26	72.77	74.94
SeleCom 2026.01		44.46	57.88	57.49
LLM (with RAG*) 2026.01		43.19	52.61	51.71
LLM (with RAG*) 2026.01		42.92	56.43	55.98
SeleCom 2026.01		42.35	55.34	55.91
LLM (with RAG) 2026.01		36.96	49.95	57.17
COCOM 2026.01		25.9	35.36	34
ICAE 2026.01		24.77	40.06	53.82
LLM (with RAG) 2026.01		18.69	35.87	58.57
RECOMP 2026.01		18.51	35.76	56.4
LLM (w/o RAG) 2026.01		15.73	23.79	24.63
LLMLingua-2 2026.01		12.46	26.86	45.91
xRAG 2026.01		8.45	22.52	45.65
LLM (w/o RAG) 2026.01		5.97	16.28	29.97
PISCO 2026.01		0.95	13.08	54.18