Multiple-choice question answering on Model-Written Evaluations (MWE) MCQ benchmark leaderboard · SOTA2 Research

Multiple-choice question answering on Model-Written Evaluations (MWE) MCQ

88.8Wealth AccSVF

Evaluation Results

Method	Links
SVF2026.02		88.8	80.2	85.4	77	95.6	94	73.2	75.8	96.8	92.8	75.2	61.2	81	79.6	85.1	80.1
SVF2026.02		86.8	87.6	83.8	77.6	96.8	96.8	82.6	78.6	96.2	88.4	74	58.8	90.2	87.6	87.2	82.2
RED2026.02		83.4	72.2	88.2	74.8	85.4	82.2	37.2	69.8	99.2	86.6	62.6	52.2	31	50.4	69.6	69.7
RED2026.02		81.8	73.2	77.4	75.6	92.4	50	69.4	72	98.6	49.8	41.2	49.8	58.6	49.8	74.2	60
BiPO2026.02		79.4	63.8	84.8	66	81.6	78.4	42.4	40.2	96.8	83.4	67	56.4	34.4	38	69.5	60.9
CAA(m)2026.02		78.2	44.6	84.2	52.6	74.4	76.6	39.4	33.2	95.6	80.2	62.6	42	33.4	36.2	66.8	52.2
CAA(s)2026.02		76.8	42.6	87.6	53	70.2	72.6	39.2	32.8	96.4	76.6	59.6	41	34	36	66.3	50.7
ICV2026.02		74.6	46.8	78.8	49.8	77.4	73.8	38.6	40.4	94.8	70.2	63.4	47.8	34.6	38.8	66	52.5
Base2026.02		69.2	—	75.6	—	52.6	—	34.4	—	94.4	—	59.2	—	33.2	—	59.8	—
CAA(m)2026.02		65.2	49.6	64.4	64.6	74.8	50.4	65.4	65.8	79.8	49.8	50.4	50.6	49.8	49.8	64.3	54.4
CAA(s)2026.02		64	49.6	64.4	64.6	74.2	48.2	52.6	62.2	78.4	49.8	49.8	49.8	50.2	50.2	61.9	53.5
ICV2026.02		62.4	42	60	46.4	59.8	48.6	47.8	44.6	64.6	50.6	50.2	50.6	49.8	49.8	56.4	47.5
BiPO2026.02		62.2	67.4	68.8	68.4	90.4	50	45.8	68.4	52.2	70.2	49.8	66.4	49.8	49.8	59.9	62.9
Base2026.02		59.4	—	58	—	56.6	—	43.6	—	48.2	—	48.2	—	50.2	—	52	—