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Mathematical Reasoning on MathVista Math (ALL, GEO, ALG, GPS, TQA)

81.11ALL Accuracy

VIRC-7B

Updated 3d ago

Evaluation Results

Method	Links
VIRC-7B 2025.12		81.11	81.13	81.27	81.73	79.03
InternVL2.5-8B-MPO 2025.12		75.93	77.83	76.4	78.37	67.74
MINT-CoT-7B 2025.12		73.7	74.53	73.78	75	69.35
MM-Eureka 2025.12		72.59	71.22	72.66	72.6	72.58
VIRC-3B 2025.12		72.59	75.47	72.66	75.96	61.29
DeepEyes 2025.12		71.11	70.75	71.16	71.15	70.97
R1-VL-7B 2025.12		69.63	68.87	69.66	69.71	69.35
Mini-o3 2025.12		67.78	67.45	67.42	67.79	67.74
Claude 3.5 Sonnet 2025.12		67.41	65.09	67.79	65.38	74.19
LLaVA-OV-Qwen2-7b-ov 2025.12		67.04	69.34	67.04	69.71	58.06
GPT-4o 2025.12		66.67	63.68	67.04	63.46	77.42
Pixel Reasoner 2025.12		66.67	64.15	67.04	64.42	74.19
Qwen2.5-VL-7B-Instruct 2025.12		66.67	65.56	66.29	65.87	69.35
DeepSeek-VL2 2025.12		65.56	63.68	65.54	63.94	70.97
InternVL2.5-8B 2025.12		62.59	61.32	62.55	62.02	64.52
Qwen3-VL-8B-Instruct 2025.12		59.63	67.92	59.93	68.75	29.03
Hint-GRPO-Qwen2.5-VL-3B 2025.12		59.26	57.55	59.18	58.65	61.29
Qwen2.5-VL-3B-Instruct 2025.12		55.93	53.3	56.18	52.88	66.13
Hint-GRPO-Qwen2-VL-7B 2025.12		53.7	51.89	53.18	52.4	58.06