Tongyi-ConvAI/MMEvol-Qwen2-7B

MMEvol Model Card

Model Details

Here are the pretrained weights and instruction tuning weights

Model	Pretrained Projector	Base LLM	PT Data	IT Data	Download
MMEvol-Qwen2-7B	mm_projector	Qwen2-7B	LLaVA-Pretrain	MMEvol	ckpt

Performance

VLMEvalKit Support (OpenCompass)

Model	MME_C	MMStar	HallBench	MathVista_mini	MMMU_val	AI2D	POPE	BLINK	RWQA
MMEvol-Qwen2-7B	55.8	51.6	64.1	52.4	45.1	74.7	87.8	47.7	63.9

VLMEvalKit Not Support (VQADataSet)

Model	VQA_v2	GQA	MIA	MMSInst
MMEvol-Qwen2-7B	83.1	65.5	77.6	41.8

Paper or resources for more information

• Page: https://mmevol.github.io/
• arXiv: https://arxiv.org/pdf/2409.05840

License

Llama 3 is licensed under the LLAMA 3 Community License, Copyright (c) Meta Platforms, Inc. All Rights Reserved.

Contact us if you have any questions

• Run Luo — r.luo@siat.ac.cn
• Haonan Zhang — zchiowal@gmail.com