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Attributed Text Generation on QAMPARI

45.2Correctness Recall-5

Think&Cite

Updated 4d ago

Evaluation Results

Method	Links
Think&Cite 2024.12		45.2	41.9	50.6	52.8
Summary RAG w/ Interact 2024.12		38.2	37.1	39.2	40.6
Snippet RAG w/ Interact 2024.12		37.2	34.5	38.7	39.5
Snippet RAG 2024.12		37.1	35.2	37.2	38.3
Summary RAG 2024.12		36.2	34	36.2	39.8
Vanilla RAG w/ ReRank 2024.12		32.6	30.9	33.1	32.8
Inline Search 2024.12		27.8	27.2	19.4	23.8
Think&Cite 2024.12		25.7	28.1	40.5	43.1
Snippet RAG 2024.12		24.5	21.5	22.9	24.9
Summary RAG 2024.12		23.6	21.2	23.6	25.7
Summary RAG w/ Interact 2024.12		23.2	20.9	22.1	24.3
Vanilla RAG w/ ReRank 2024.12		22.8	21.4	21.2	21.4
Snippet RAG w/ Interact 2024.12		22.4	20.8	21.6	23.1
Vanilla RAG 2024.12		22.2	25	25.9	27
Vanilla RAG 2024.12		20.8	20.8	20.5	20.9
VTG 2024.12		20.3	22.4	43.5	46.9
Inline Search 2024.12		17.2	20.4	14.9	14.9
FG-Reward 2024.12		16.7	19.5	19.5	20.1
APO 2024.12		15.4	20.6	17.5	19.3