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

Question Answering on SciQ In-Domain (test)

83.68PrecisionFAITH_sft+ppo

Evaluation Results

Method	Links
FAITH_sft+ppo2026.04		83.68	51.8
FAITH_sft2026.04		82.88	51.3
FAITH2026.04		81.42	51.4
FAITH2026.04		80.61	49.99
FAITH_sft+ppo2026.04		80.29	49.7
FAITH_sft2026.04		78.85	48.65
UAlign_rag2026.04		77.47	48.25
Context-DPO2026.04		77.32	48.62
InFact2026.04		76.94	48.21
UAlign2026.04		76.44	48
UAlign_sft2026.04		75.87	47.65
InFact2026.04		75.32	48.03
Context-DPO2026.04		75.13	47.89
UAlign_rag2026.04		74.22	46.89
SFT_rag2026.04		73.23	45.97
UAlign2026.04		73.21	46.7
UAlign_sft2026.04		72.45	45.87
ICL-CoT2026.04		72.34	45.9
SFT2026.04		72.18	45.4
ICL-CoT2026.04		71.87	44.2
RL-DPO2026.04		71.23	44.2
RL-DPO2026.04		66.44	41.8
SFT_rag2026.04		66.08	43.22
SFT2026.04		65.85	42.5