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- **\[2025.07\]** Release [tech report](https://arxiv.org/abs/2507.04590).
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- **\[2025.05\]** Initial release of MMEB-V2/VLM2Vec-V2.
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<img width="900" alt="abs" src="vlm2vec_v2_result.png">
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## How to use VLM2Vec
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We have provided demo example in our [Github](https://github.com/TIGER-AI-Lab/VLM2Vec/tree/main/experiments/examples/qwen2vl).
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- **\[2025.07\]** Release [tech report](https://arxiv.org/abs/2507.04590).
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- **\[2025.05\]** Initial release of MMEB-V2/VLM2Vec-V2.
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## Experimental Results
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We provided the result on [MMEB-V2](https://huggingface.co/datasets/TIGER-Lab/MMEB-V2).
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<img width="900" alt="abs" src="vlm2vec_v2_result.png">
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The detailed leaderboard is [here](https://huggingface.co/spaces/TIGER-Lab/MMEB).
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## How to use VLM2Vec
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We have provided demo example in our [Github](https://github.com/TIGER-AI-Lab/VLM2Vec/tree/main/experiments/examples/qwen2vl).
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