Knowledge-conflict Question Answering on PopQA CF-RAG benchmark leaderboard · SOTA2 Research

Knowledge-conflict Question Answering on PopQA CF-RAG

92.54CFFIDES

Evaluation Results

Method	Links
FIDES2026.06		92.54	52.36	58.11
FIDES2026.06		90.58	44.13	50.19
FIDES2026.06		89.43	42.56	44.23
FIDES2026.06		88.61	41.13	42.97
AdaCAD2026.06		88.15	42.29	47.95
CLEAR†2026.06		88.01	46.82	51.17
AdaCAD2026.06		86.7	38.87	44.09
COIECD2026.06		86.54	37.19	41.73
COIECD2026.06		85.28	34.05	38.57
CAD2026.06		85.23	30.96	34.12
CAD2026.06		84.12	28.17	31.83
CLEAR†2026.06		83.22	43.91	48.92
DVD2026.06		82.52	41.17	46.82
DeCoRe2026.06		81.08	40.23	45.52
DoLa2026.06		80.57	39.81	43.19
Standard RAG2026.06		78.12	37.28	41.13
AdaCAD2026.06		78.03	35.23	39.63
DVD2026.06		77.53	38.28	43.41
DeCoRe2026.06		76.81	37.66	41.97
AdaCAD2026.06		75.78	33.91	38.52
CLEAR†2026.06		75.61	39.27	43.82
DoLa2026.06		75.27	36.83	39.62
COIECD2026.06		73.85	31.78	35.27
Standard RAG2026.06		72.86	35.68	38.41
CLEAR†2026.06		72.18	37.83	42.16
COIECD2026.06		71.07	30.59	34.15
CAD2026.06		70.43	27.56	29.93
DVD2026.06		68.27	34.42	39.16
CAD2026.06		67.22	26.54	28.81
DeCoRe2026.06		65.18	32.93	37.51
DVD2026.06		64.57	33.11	38.12
Standard RAG2026.06		64.31	31.84	35.62
DoLa2026.06		63.22	31.12	34.81
DeCoRe2026.06		61.84	31.62	36.23
Standard RAG2026.06		61.27	30.43	34.18
DoLa2026.06		60.19	29.92	33.46