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Question Answering on TriviaQA (EM, F1, LLM)

37.74EM

SeleCom

Updated 1mo ago

Evaluation Results

Method	Links
SeleCom 2026.01		37.74	49.83	48.37
LLM (with RAG*) 2026.01		37.71	50.19	49.06
LLM (with RAG*) 2026.01		35.45	48.72	46.8
SeleCom 2026.01		35.26	47.27	45.96
SeleCom 2026.01		33.34	45.56	44.69
SeleCom 2026.01		30.47	42.43	42.42
LLM (with RAG*) 2026.01		28.95	44.76	46.32
LLM (with RAG*) 2026.01		26.49	41.12	41.07
COCOM 2026.01		13.75	30.68	37.58
LLM (with RAG) 2026.01		9.63	24.13	37.68
ICAE 2026.01		9.53	25.03	38.12
RECOMP 2026.01		7.43	22.13	41.45
LLM (w/o RAG) 2026.01		6.96	19.46	28.6
LLM (with RAG) 2026.01		6.41	19.81	40
LLMLingua-2 2026.01		5.72	18.34	37.21
LLM (w/o RAG) 2026.01		5.57	19.18	38.93
xRAG 2026.01		5.37	17.92	40.28
PISCO 2026.01		0.8	9.11	42.11