| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| PPM-CLIP: Probabilistic Prompt Modeling for Generalizable AI-Generated Image Detection | ✓ Link | 99.6 | PPM-CLIP | 2026-06-03 |
| Cross-modal Representation Learning for Diffusion-generated Image Detection | 98.4 | SDID | 2026-06-03 | |
| Enabling Supervised Learning of Generative Signatures for Generalized AI-Generated Images Detection | 96.6 | GenSign | 2026-06-03 | |
| Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images | 95.27 | Beyond Generation (Ours-ft) | 2025-06-11 | |
| FAIR: Feature-Augmented Implicit Regularization for AI-generated Fake Image Detection | 91.01 | AIDE + FAIR | 2026-07-24 | |
| DRCT: Diffusion Reconstruction Contrastive Training towards Universal Detection of Diffusion Generated Images | ✓ Link | 89.49 | DRCT/UnivFD | 2024-07-08 |
| Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network | ✓ Link | 85.83 | VIB-Net | 2025-06-11 |