Knowledge-conflict Question Answering on NQ Swap benchmark leaderboard · SOTA2 Research

Knowledge-conflict Question Answering on NQ Swap

89.63CF ScoreFIDES

Evaluation Results

Method	Links
FIDES2026.06		89.63	49.82	55.27
FIDES2026.06		88.23	43.43	53.84
CLEAR†2026.06		86.41	44.18	49.53
AdaCAD2026.06		85.27	41.73	46.49
AdaCAD2026.06		84.23	38.12	43.35
COIECD2026.06		83.67	37.41	41.7
FIDES2026.06		83.56	43.78	48.16
COIECD2026.06		82.77	34.6	38.94
CLEAR†2026.06		82.51	42.17	52.16
CAD2026.06		82.37	32.12	35.84
FIDES2026.06		81.67	43.16	46.24
CAD2026.06		81.57	30.29	33.56
DVD2026.06		81.27	40.83	45.51
AdaCAD2026.06		80.54	37.04	41.96
CLEAR†2026.06		80.42	41.23	44.82
COIECD2026.06		79.43	33.61	37.55
DeCoRe2026.06		79.12	39.71	44.16
CLEAR†2026.06		78.53	40.82	43.51
CAD2026.06		78.53	29.42	32.16
DoLa2026.06		78.51	38.27	41.62
AdaCAD2026.06		77.94	36.43	40.71
DVD2026.06		76.89	37.64	42.52
COIECD2026.06		76.58	32.92	36.4
CAD2026.06		75.46	28.64	31.13
Standard RAG2026.06		75.43	36.82	39.51
DeCoRe2026.06		75.38	36.82	40.13
DVD2026.06		75.31	36.51	41.27
DVD2026.06		73.28	35.94	40.09
DeCoRe2026.06		72.18	35.62	39.43
DoLa2026.06		71.42	35.16	38.81
DeCoRe2026.06		70.37	34.81	38.86
Standard RAG2026.06		70.21	34.52	37.53
DoLa2026.06		70.16	34.29	37.81
DoLa2026.06		69.14	33.22	36.87
Standard RAG2026.06		68.42	33.17	36.42
Standard RAG2026.06		66.83	32.12	35.41