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Vision-Language Reasoning on VL Reasoning Suite (MathVista, MMMU, MMStar)

79.8MathVista Acc

FRISM

Updated 4d ago

Evaluation Results

Method	Links
FRISM 2026.01		79.8	49.3	42.6	67	51.9	67.8	59.7
TA 2026.01		78.1	48.2	40.3	67.6	50	67.7	58.7
Base 2026.01		77.7	47	38.2	65.2	47.5	67.9	57.3
IP-Merging 2026.01		75.5	45.2	38.4	65.9	48.3	67.9	56.9
Ties-Merging 2026.01		74.8	42.8	35.2	63.9	42.1	65.3	54
FRISM 2026.01		70.3	41.8	26.4	57.8	37.5	62.4	49.4
IP-Merging 2026.01		68.8	40.6	25	54.7	35.9	60.1	47.5
DARE 2026.01		68.4	41.1	25.4	56.4	34.6	60.8	47.8
Base 2026.01		68.1	41.2	25.6	55.1	34.6	60.1	47.4
IP-Merging 2026.01		67.2	40.8	25.5	55.9	36	60.7	47.7
IP-Merging 2026.01		65.9	38.7	24.9	55.1	33.9	58.7	46.2
TA 2026.01		65.4	37.8	24.2	53.7	36.6	60.7	46.4
Ties-Merging 2026.01		61.9	38.8	23.5	53	35.7	58.6	45.3
FRISM 2026.01		45	28.3	21.4	42.8	28.9	43.4	35
Ties-Merging 2026.01		41.8	17.8	17.4	45	25.9	41.4	31.6
TA 2026.01		41.5	26.7	20.6	39	28.8	40.7	32.9
TA 2026.01		41.4	28	21.2	37.8	27.5	42.1	33
IP-Merging 2026.01		41.1	24.1	18.5	42	27	40.7	32.2
IP-Merging 2026.01		41.1	24.1	18.5	42	27	40.7	32.2
DARE 2026.01		40.7	27.1	20.5	41	25.8	40.4	32.6
Base 2026.01		40.5	25.5	20.6	44	28	40.5	33.2
TA 2026.01		38.5	27.9	19.7	39.2	29	43.2	32.9
TA 2026.01		32.9	17.1	10.7	38.3	22	40.3	26.9
TA 2026.01		28.2	14.8	9.2	34.6	21.2	34.6	23.8
IP-Merging 2026.01		21.8	15.8	8.6	25.6	14.1	27	18.8