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Multimodal Multilingual Reasoning on MMMB

86.8English Accuracy

Qwen2-VL-72B

Updated 3d ago

Evaluation Results

Method	Links
Qwen2-VL-72B 2024.12		86.8	85.3	85.2	84.8	84.2	85.3
InternVL2.5-38B 2024.12		86.4	85.1	84.1	84.3	82.8	84.9
InternVL2.5-78B 2024.12		86.3	85.6	85.1	84.8	83.1	85.4
InternVL2.5-26B 2024.12		86.2	83.8	81.6	73.3	73.7	82.8
InternVL2-40B 2024.12		85.3	84.1	81.1	70.3	74.2	81.4
InternVL2-Llama3-76B 2024.12		85.3	85.1	82.8	82.8	83	83.7
InternVL2.5-8B 2024.12		84.3	83.1	78.6	69.3	71.5	79.5
Qwen2-VL-7B 2024.12		83.9	82.4	81.2	79	74.7	82.4
InternVL2-26B 2024.12		83.8	81.7	78	68.8	69.3	76.3
InternVL2.5-4B 2024.12		83.7	81	79.7	76	70.5	79.9
InternVL2-8B 2024.12		83.4	81.5	76.1	66.3	69.2	75.7
InternVL-Chat-V1.5 2024.12		82.6	80.8	76.3	65.2	68.6	74
InternVL2-4B 2024.12		82	76.1	75.6	54.3	51.2	67.4
InternVL2.5-2B 2024.12		81.4	74.4	58.2	48.3	46.4	53.2
InternVL2-2B 2024.12		79.4	71.6	54	43.5	46.4	48.1
InternVL2.5-1B 2024.12		78.8	70.2	61.5	55	45.3	61.1
Qwen2-VL-2B 2024.12		78.3	74.2	72.6	68.3	61.8	72.8
GPT-4V 2024.12		75	74.2	71.5	73.5	69	73.1
Gemini-1.0-Pro 2024.12		75	71.9	70.6	69.9	69.6	72.7
InternVL2-1B 2024.12		73.2	67.4	55.5	53.5	43.8	55.2
mPLUG-Owl2 2024.12		67.3	61	59.7	45.8	45.4	62.6