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[📃Paper] | [🌐Website](https://tiger-ai-lab.github.io/MantisScore/) | [💻Github](https://github.com/TIGER-AI-Lab/MantisScore) | [🛢️Datasets](https://huggingface.co/datasets/TIGER-Lab/
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![MantisScore](https://tiger-ai-lab.github.io/MantisScore/static/images/teaser.png)
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## Introduction
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- MantisScore is a video quality evaluation model, taking [Mantis-8B-Idefics2](https://huggingface.co/TIGER-Lab/Mantis-8B-Idefics2) as base-model
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and trained on [
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a large video evaluation dataset with multi-aspect human scores.
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- MantisScore can reach 75+ Spearman correlation with humans on VideoEval-test, surpassing all the MLLM-prompting methods and feature-based metrics.
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[📃Paper] | [🌐Website](https://tiger-ai-lab.github.io/MantisScore/) | [💻Github](https://github.com/TIGER-AI-Lab/MantisScore) | [🛢️Datasets](https://huggingface.co/datasets/TIGER-Lab/VideoFeedback) | [🤗Model](https://huggingface.co/TIGER-Lab/MantisScore) | [🤗Demo](https://huggingface.co/spaces/Mantis-VL/MantisScore)
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![MantisScore](https://tiger-ai-lab.github.io/MantisScore/static/images/teaser.png)
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## Introduction
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- MantisScore is a video quality evaluation model, taking [Mantis-8B-Idefics2](https://huggingface.co/TIGER-Lab/Mantis-8B-Idefics2) as base-model
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and trained on [VideoFeedback](https://huggingface.co/datasets/TIGER-Lab/VideoFeedback),
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a large video evaluation dataset with multi-aspect human scores.
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- MantisScore can reach 75+ Spearman correlation with humans on VideoEval-test, surpassing all the MLLM-prompting methods and feature-based metrics.
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