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license: apache-2.0
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# FakeReasoning Model Card

## Model details

**Model type:** FakeReasoning is a forgery detection and reasoning framework with three key components: 1) a dual-branch visual encoder that integrates CLIP and DINO to capture both high-level semantics and low-level artifacts; 2) a Forgery-Aware Feature Fusion Module that leverages DINO's attention maps and cross-attention mechanisms to guide MLLMs toward forgery-related clues; 3) a Classification Probability Mapper that couples language modeling and forgery detection, enhancing overall performance. 

**Project page:** https://pris-cv.github.io/FakeReasoning/

**Paper:** https://arxiv.org/abs/2503.21210

## License

FakeReasoning is licensed under the Apache 2.0 License.