Datasets › FakeAVCeleb

FakeAVCeleb

Introduced by Hasam Khalid et al. in FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset11 Aug 2021 archive 2025-07-28

FakeAVCeleb is a novel Audio-Video Deepfake dataset that not only contains deepfake videos but respective synthesized cloned audios as well.

Image source: https://arxiv.org/pdf/2108.05080v1.pdf

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
DeepFake Detection FakeAVCeleb FACTOR ROC AUC 97.4 Detecting Deepfakes Without Seeing Any talreiss/factor 13 Compare
Multimodal Forgery Detection FakeAVCeleb Ensemble AudioVisual Model Accuracy (%) 0.89 Multimodal Forgery Detection Using Ensemble Learning ammarahhashmi/Multimodal-Forgery-Detection-Using-Ensemble-Learning 1 Compare

Papers archive 2025-07-28

12 shown of 12 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 65. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Video Deepfake Detection 0 1 5 Nov 2023 not harvested
Detecting Deepfakes Without Seeing Any 1 1 2 Nov 2023 not harvested
AVTENet: Audio-Visual Transformer-based Ensemble Network Exploiting Multiple Experts for Video Deepfake Detection 0 1 19 Oct 2023 not harvested
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection 1 1 4 Jan 2023 ran 0 of 1 samples (1 unverified)
Multimodal Forgery Detection Using Ensemble Learning 1 1 7 Nov 2022 not harvested
Lip Sync Matters: A Novel Multimodal Forgery Detector 1 2 7 Nov 2022 not harvested
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection 1 2 18 Jan 2022 ran 0 of 9 samples (9 unverified)
Exploring Temporal Coherence for More General Video Face Forgery Detection 1 1 15 Aug 2021 ran 6 of 6 samples (0 unverified; 6 pointer-only for licence)
Joint Audio-Visual Deepfake Detection 0 1 1 Jan 2021 not harvested
Taming Transformers for High-Resolution Image Synthesis 13 1 17 Dec 2020 ran 6 of 6 samples (0 unverified; 4 pointer-only for licence)
Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection 1 1 14 Dec 2020 ran 1 of 2 samples (1 unverified)
FaceForensics++: Learning to Detect Manipulated Facial Images 14 1 25 Jan 2019 ran 4 of 9 samples (5 unverified; 4 pointer-only for licence)

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • FakeAVCeleb

1 variant name, as the archive lists them.

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