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README.md
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**OmniEmbed-multivent** is further finetuned on OmniEmbed for video retrieval with allowing joint enhancing joint input performance of video, audio and text.
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OmniEmbed-multivent gets SoTA performance on MAGMaR 2025 shared task on MultiVENT-2.0 datasets, large-scale, multi-lingual event-centric video retrieval benchmark featuring a collection of more than 218,000 news video.
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📝 Text 🖼️ Image 🎧 Audio 🎥 Video 🌐 Multilingual
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**OmniEmbed-multivent** is further finetuned on OmniEmbed for video retrieval with allowing joint enhancing joint input performance of video, audio and text.
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OmniEmbed-multivent gets SoTA performance on MAGMaR 2025 shared task on [MultiVENT-2.0](https://huggingface.co/datasets/hltcoe/MultiVENT2.0) datasets, large-scale, multi-lingual event-centric video retrieval benchmark featuring a collection of more than 218,000 news video.
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📝 Text 🖼️ Image 🎧 Audio 🎥 Video 🌐 Multilingual
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