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Personalized Question Answering on LaMP-QA

53.27Accuracy (Arts & Entertainment)

Upper Bound: RAG-Personalization Server-Side

Updated 4d ago

Evaluation Results

Method	Links
Upper Bound: RAG-Personalization Server-Side 2026.01		53.27	67.22	71.41	63.96
P3 2026.01		48.11	61.99	65.92	58.67
RAG-Personalization Client-Side 2026.01		42.58	57.65	60.13	53.45
Non-Personalized Server-Side 2026.01		41.32	59.54	62.99	54.61
Upper Bound: RAG-Personalization Server-Side 2026.01		39.2	51.07	57.43	49.23
Non-Personalized Speculative Decoding 2026.01		39.12	57.99	59.23	52.11
P3 2026.01		36.8	48.88	53.06	46.24
Non-Personalized Server-Side 2026.01		32.66	45.87	48.7	42.41
Non-Personalized Speculative Decoding 2026.01		32.26	44.96	47.7	41.64
RAG-Personalization Client-Side 2026.01		30.13	42.78	45.67	39.52