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Factual Question Answering on LSQA OOD

79.56Precision

UALIGN

Updated 4d ago

Evaluation Results

Method	Links
UALIGN 2024.12		79.56	55.88
ICL-COT 2024.12		79.24	52.59
ICL 2024.12		77.35	52.98
UALIGN 2024.12		76.29	52.89
UALIGN (w/o Entro.) 2024.12		76.14	54.43
UALIGN (w/o Entro.) 2024.12		75.34	50.15
RLKF 2024.12		74.95	52.46
RL-PPO 2024.12		74.49	49.67
UALIGN (w/o Conf.) 2024.12		74.25	52.06
RLKF 2024.12		74.19	49.23
ICL 2024.12		74.09	47.71
ICL-COT 2024.12		73.96	49.37
UALIGN (w/o Conf.) 2024.12		73.15	47.06
ICL-IDK 2024.12		72.27	47.32
RL-PPO 2024.12		72.18	48.43
R-Tuning 2024.12		71.54	52.15
RL-DPO 2024.12		71.09	48.88
ITI 2024.12		68.52	46.99
SFT 2024.12		68.33	44
SFT 2024.12		68.09	46.63
RL-DPO 2024.12		67.82	43.77
ITI 2024.12		67.73	46.2
ICL-IDK 2024.12		66.67	50.24
R-Tuning 2024.12		64.67	44.05