Fas R1 A Unified Multi Task Mllm For Reasoning Fac

---
name: fas-r1-a-unified-multi-task-mllm-for-reasoning-fac
description: FAS-R1: A Unified Multi-Task MLLM for Reasoning Face Anti-Spoofing
version: 1.0.0
date: 2026-07-30
arxiv_id: 2607.26432
tags: ["arxiv", "research", "paper", "nlp-llm"]
activation_keywords: ["fas", "r1", "a", "unified", "multi"]
---

# FAS-R1: A Unified Multi-Task MLLM for Reasoning Face Anti-Spoofing

**arXiv ID:** 2607.26432
**Utility Score:** 0.87
**Authors:** Hongyang Wang, Yichen Shi, Hongrui Li
**URL:** https://arxiv.org/abs/2607.26432

## 概述

FAS-R1: A Unified Multi-Task MLLM for Reasoning Face Anti-Spoofing

这是一篇来自 arXiv 的高价值论文（utility score: 0.87），通过自动追踪系统识别。

## 核心创新

*待研究论文内容后填写*

## 应用场景

*待研究论文内容后填写*

## 实现要点

*待研究论文内容后填写*

## 参考资源

- [arXiv论文](https://arxiv.org/abs/2607.26432)