| AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset | Nov 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Glitch in the Matrix: A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization | May 3, 2023 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Not made for each other- Audio-Visual Dissonance-based Deepfake Detection and Localization | May 29, 2020 | Constrained Lip-synchronizationDeepFake Detection | CodeCode Available | 1 | 5 |
| UMMAFormer: A Universal Multimodal-adaptive Transformer Framework for Temporal Forgery Localization | Aug 28, 2023 | Binary ClassificationTemporal Forgery Localization | CodeCode Available | 1 | 5 |
| Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization | Apr 13, 2022 | BenchmarkingDeepFake Detection | CodeCode Available | 1 | 5 |
| ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis | Mar 9, 2021 | BenchmarkingClassification | CodeCode Available | 1 | 5 |
| DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization | Nov 15, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning Network | May 3, 2025 | Contrastive LearningTemporal Forgery Localization | CodeCode Available | 0 | 5 |
| Context-aware TFL: A Universal Context-aware Contrastive Learning Framework for Temporal Forgery Localization | Jun 10, 2025 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
