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Aries-iai authored Jul 3, 2024
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<h2 align="center">Benchmarking Trustworthiness of Multimodal Large Language Models:<br>
A Comprehensive Study
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<p align="center"> This is the official repository of <b>MMTrustEval</b>, the toolbox for conducting benchmarks on trustworthiness of MLLMs (<b>MultiTrust</b>) </p>
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<div align="center" style="font-size: 16px;">
🍎 <a href="https://multi-trust.github.io/">Project Page</a> &nbsp&nbsp
🌐 <a href="https://multi-trust.github.io/">Project Page</a> &nbsp&nbsp
📖 <a href="https://arxiv.org/abs/2406.07057">arXiv Paper</a> &nbsp&nbsp
📜 <a href="https://thu-ml.github.io/MMTrustEval/">Documentation </a> &nbsp&nbsp
📊 <a href="https://drive.google.com/drive/folders/1Fh6tidH1W2aU3SbKVggg6cxWqT021rE0?usp=drive_link">Dataset</a> &nbsp&nbsp
🏆 <a href="https://multi-trust.github.io/#leaderboard">Leaderboard</a>
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![framework](docs/structure/framework.jpg)

## 🚀 News
* **`2024.06.07`** 🌟 We released [MultiTrust](https://multi-trust.github.io/), the first comprehensive and unified benchmark on the trustworthiness of MLLMs!

## Getting Started

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