Question Answering on Average (TVQA, SciQ, NQ-Open) (test) benchmark leaderboard · SOTA2 Research

Question Answering on Average (TVQA, SciQ, NQ-Open) (test)

74.26PrecisionFAITH

Evaluation Results

Method	Links
FAITH2026.04		74.26	45.73
FAITH_sft+ppo2026.04		73.79	45.69
FAITH_sft+ppo2026.04		72.43	45.19
FAITH_sft2026.04		72.27	44.54
FAITH2026.04		72.22	45.34
FAITH_sft2026.04		71.85	44.83
InFact2026.04		71.33	44.03
Context-DPO2026.04		71.3	43.97
UAlign_rag2026.04		71.2	43.86
UAlign2026.04		70.82	41.79
UAlign2026.04		70.72	43.71
UAlign_rag2026.04		70.48	42.15
UAlign_sft2026.04		70.22	43.27
Context-DPO2026.04		68.89	43.3
InFact2026.04		68.59	43.23
ICL-CoT2026.04		67.69	39.06
UAlign_sft2026.04		65.61	41.3
ICL-CoT2026.04		65.45	40.95
SFT_rag2026.04		64.33	37.61
RL-DPO2026.04		64.32	39.11
SFT2026.04		63.74	37.08
RL-DPO2026.04		63.19	37.06
SFT_rag2026.04		62.45	38.86
SFT2026.04		61.46	38.18