Multimodal Math Reasoning on MMMU OOD benchmark leaderboard · SOTA2 Research

Multimodal Math Reasoning on MMMU OOD

69.2ARDBase (Qwen2-VL-7B)

Evaluation Results

Method	Links
Base (Qwen2-VL-7B)2026.01		69.2	52	50.7	70.8	38	36.7	50.7
ADPO2026.01		68.3	48	52	69.2	39.3	39.5	50.8
Base (Qwen2-VL-7B)2026.01		68.3	50	53.3	68.3	32.7	36.7	49.4
Base (Qwen2-VL-7B)2026.01		67.5	39.1	49.3	69	33.9	36.7	47.1
ADPO2026.01		67.5	53.3	54	71.7	38.7	40.5	52.3
Base (Qwen2-VL-7B)2026.01		66.7	47.3	50.7	65.8	34	38.1	48.6
GRPO2026.01		66.7	48.7	51.3	74.2	42.7	36.7	51.1
GRPO2026.01		65.8	44.7	50	70	42	36.7	49.4
ADPO2026.01		65.8	54	54.7	66.7	40.7	41	52.1
GRPO2026.01		65	45.9	48.2	68.2	35.9	39.8	48.7
GRPO2026.01		64.2	50	51.3	73.3	43.3	39.5	51.7
ADPO2026.01		63.1	46.2	50.2	71.1	33.3	35.3	47.7