Author

Jingjing Liu

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DINO-MAC: First-Place Winner Solution of the CVPR2026 Robust DeepFake Detection Challenge

DINO-MAC is a simple yet effective model for robust deepfake detection under degraded conditions and is the first-place winner of the “NTIRE 2026 - Robust Deepfake Detection Challenge @ CVPR 2026”, significantly outperforms all competitors.

Chenfan Qu, Lianwen Jin, Junchi Li et al. · 3 citations