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MiniCPM-V 2.6

OpenBMB · 2024-08-06 · 8.1B parameters

MiniCPM-V 2.6 is OpenBMB's 8.1B-class vision-language model built on SigLIP-400M and Qwen2-7B, released in August 2024. It supports single-image, multi-image, and video understanding, processes images at any aspect ratio up to 1.8 million pixels, and was reported to outperform GPT-4V across single-image, multi-image, and video evaluations while supporting real-time video understanding on an iPad.

Benchmark scores

BenchmarkScore
AI2D (OpenVLM)82.1
Arena Vision — English (No Style Control)950
Arena Vision — English (Style Controlled)990
Capability113.2
HallusionBench (OpenVLM)48.1
MATH-Vision23.4
MathVista (OpenVLM)60.8
MM-Vet (OpenVLM)60.0
MMMU Validation (OpenVLM)49.8
MMStar (OpenVLM)57.5
OSWorld1.9
Video-MME60.9
Vision Arena Overall964
Vision Arena Overall No Style Control912
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