| ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization | May 16, 2025 | AllDeepFake Detection | CodeCode Available | 2 |
| FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models | Apr 20, 2024 | Binary ClassificationFake Image Detection | CodeCode Available | 2 |
| Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection | Feb 11, 2025 | Fake Image Detection | CodeCode Available | 1 |
| On the Effectiveness of Dataset Alignment for Fake Image Detection | Oct 15, 2024 | DenoisingFake Image Detection | CodeCode Available | 1 |
| Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images | Apr 2, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images Detection | Jan 1, 2023 | Fake Image DetectionImage Generation | CodeCode Available | 1 |
| Video Face Manipulation Detection Through Ensemble of CNNs | Apr 16, 2020 | DeepFake DetectionDetecting Image Manipulation | CodeCode Available | 1 |
| Global Texture Enhancement for Fake Face Detection in the Wild | Feb 1, 2020 | Face DetectionFake Image Detection | CodeCode Available | 1 |
| FaceForensics++: Learning to Detect Manipulated Facial Images | Jan 25, 2019 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| MesoNet: a Compact Facial Video Forgery Detection Network | Sep 4, 2018 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Advance Fake Video Detection via Vision Transformers | Apr 29, 2025 | Fake Image DetectionFew-Shot Learning | —Unverified | 0 |
| Towards Explainable Fake Image Detection with Multi-Modal Large Language Models | Apr 19, 2025 | Fake Image DetectionImage Generation | CodeCode Available | 0 |
| TruthLens:A Training-Free Paradigm for DeepFake Detection | Mar 19, 2025 | Binary ClassificationDeepFake Detection | —Unverified | 0 |
| PDA: Generalizable Detection of AI-Generated Images via Post-hoc Distribution Alignment | Feb 15, 2025 | Fake Image Detection | —Unverified | 0 |
| Visual Counter Turing Test (VCT^2): Discovering the Challenges for AI-Generated Image Detection and Introducing Visual AI Index (V_AI) | Nov 24, 2024 | Fake Image DetectionImage Generation | —Unverified | 0 |
| Detecting AutoEncoder is Enough to Catch LDM Generated Images | Nov 10, 2024 | Fake Image Detection | CodeCode Available | 0 |
| FIDAVL: Fake Image Detection and Attribution using Vision-Language Model | Aug 22, 2024 | AttributeFake Image Detection | CodeCode Available | 0 |
| ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale | Apr 3, 2024 | Fake Image Detection | —Unverified | 0 |
| Detecting Origin Attribution for Text-to-Image Diffusion Models | Mar 28, 2024 | Fake Image DetectionImage Attribution | CodeCode Available | 0 |
| Transfer Learning of Real Image Features with Soft Contrastive Loss for Fake Image Detection | Mar 25, 2024 | Contrastive LearningFake Image Detection | —Unverified | 0 |
| Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images | Mar 13, 2024 | Fake Image DetectionImage Generation | CodeCode Available | 0 |
| X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection | Oct 7, 2023 | Fake Image DetectionImage Generation | —Unverified | 0 |
| Information-containing Adversarial Perturbation for Combating Facial Manipulation Systems | Mar 21, 2023 | Fake Image Detection | —Unverified | 0 |
| DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models | Oct 13, 2022 | AttributeFake Image Detection | —Unverified | 0 |
| Evaluation of Pre-Trained CNN Models for Geographic Fake Image Detection | Oct 1, 2022 | Face SwappingFake Image Detection | —Unverified | 0 |
