Personalized Question Answering on PFQABench 1.0 (test) benchmark leaderboard · SOTA2 Research

Personalized Question Answering on PFQABench 1.0 (test)

49.6P-ScorePAG

Evaluation Results

Method	Links
PAG2026.01		49.6	24	36.8
PAG + FPPS-S2026.01		49.2	25.2	37.2
PAG + FPPS-S2026.01		48.4	20.8	34.6
PAG + FPPS-M2026.01		48.4	81.2	64.8
PAG + FPPS-H2026.01		48	81.2	64.6
PAG2026.01		47.2	17.2	32.2
PAG + FPPS-M2026.01		46.4	75.2	60.8
PAG + FPPS-S2026.01		44.4	28	36.2
PAG2026.01		44	27.6	35.8
PAG + FPPS-M2026.01		43.2	84.4	63.8
PAG + FPPS-H2026.01		40.8	80.4	62.6
RAG2026.01		38.8	30	34.4
PAG + FPPS-H2026.01		37.6	80.8	59.2
RAG + FPPS-S2026.01		37.6	32.8	35.2
DPL2026.01		37.2	12	24.6
DPL + FPPS-M2026.01		36.8	78.4	57.6
DPL + FPPS-S2026.01		36.4	17.6	27
RAG + FPPS-S2026.01		36	31.2	33.6
RAG + FPPS-M2026.01		36	80	58
RAG2026.01		35.6	8.8	22.2
RAG2026.01		35.6	40.4	38
RAG + FPPS-S2026.01		35.2	43.6	39.4
RAG + FPPS-M2026.01		34.8	80.4	57.6
DPL + FPPS-S2026.01		34.8	36	35.4
DPL2026.01		34	33.6	33.8
DPL + FPPS-M2026.01		34	82.4	58.2
RAG + FPPS-H2026.01		34	80.8	57.4
RAG + FPPS-M2026.01		33.6	79.2	56.4
DPL2026.01		33.2	36.8	35
DPL + FPPS-S2026.01		33.2	39.6	36.4
RAG + FPPS-H2026.01		31.6	80.8	56.2
DPL + FPPS-M2026.01		31.6	82	56.8
DPL + FPPS-H2026.01		30	82.8	56.4
DPL + FPPS-H2026.01		28.8	85.2	57
LLM-TRSR2026.01		28.4	17.6	23
DPL + FPPS-H2026.01		28.3	75.1	51.7
LLM-TRSR + FPPS-S2026.01		27.6	22.4	25
RAG + FPPS-H2026.01		25.6	80.8	53.2
LLM-TRSR + FPPS-S2026.01		25.2	18.8	22
LLM-TRSR + FPPS-M2026.01		24.8	80.4	52.6
LLM-TRSR2026.01		24.4	17.6	21
LLM-TRSR + FPPS-M2026.01		24	85.2	54.6
LLM-TRSR2026.01		23.6	25.6	24.6
LLM-TRSR + FPPS-S2026.01		23.6	28	25.8
LLM-TRSR + FPPS-M2026.01		22.8	58	40.4
LLM-TRSR + FPPS-H2026.01		22.4	58	40.2
LLM-TRSR + FPPS-H2026.01		22	85.6	53.8
LLM-TRSR + FPPS-H2026.01		18.4	80.8	49.6