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MBZUAI/
DeepfakeJudge-Dataset

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	Pixels Don’t Lie (But Your Detector Might): Bootstrapping MLLM-as-a-Judge for Trustworthy Deepfake Detection and Reasoning Supervision [CVPR-2026]

Kartik Kuckreja, Parul Gupta, Muhammad Haris Khan, Abhinav Dhall

	Mohamed bin Zayed University of AI, Monash University










	


	Overview

DeepfakeJudge is a comprehensive benchmark and meta-evaluation dataset for assessing vision-language models on image authenticity detection (real vs.… See the full description on the dataset page: https://huggingface.co/datasets/MBZUAI/DeepfakeJudge-Dataset.