Question Answering on NQ-Open In-Domain (test) benchmark leaderboard · SOTA2 Research

Question Answering on NQ-Open In-Domain (test)

58.13PrecisionFAITH

Evaluation Results

Method	Links
FAITH2026.04		58.13	27.58
FAITH_sft+ppo2026.04		57.99	26.52
ICL-CoT2026.04		57.34	23.6
InFact2026.04		56.93	26.11
Context-DPO2026.04		56.82	26.02
UAlign_rag2026.04		56.78	26.1
DTA2026.04		56.72	21.12
FAITH_sft2026.04		56.72	26.21
UAlign2026.04		56.6	26.09
UAlign_sft2026.04		56.02	25.49
ICL-CoT2026.04		54.47	18.22
UAlign_rag2026.04		54.47	20.01
UAlign2026.04		54.17	19.64
SFT_rag2026.04		51.03	14.53
RL-DPO2026.04		50.95	16.42
SFT2026.04		50.82	14.42
RL-DPO2026.04		49.65	19.18
FAITH2026.04		48.05	23.91
Context-DPO2026.04		47.21	22.51
InFact2026.04		47.01	22.33
FAITH_sft+ppo2026.04		46.6	23.19
FAITH_sft2026.04		46.16	22.96
UAlign_sft2026.04		43.32	21.55
SFT_rag2026.04		42.64	17.58
SFT2026.04		41.41	16.57
DTA2026.04		41.01	20.49