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FaceForensics++

Introduced by Andreas Rössler et al. in FaceForensics++: Learning to Detect Manipulated Facial Images archive 2025-07-28

FaceForensics++ is a forensics dataset consisting of 1000 original video sequences that have been manipulated with four automated face manipulation methods: Deepfakes, Face2Face, FaceSwap and NeuralTextures. The data has been sourced from 977 youtube videos and all videos contain a trackable mostly frontal face without occlusions which enables automated tampering methods to generate realistic forgeries.

Source: https://github.com/ondyari/FaceForensics Image Source: https://github.com/ondyari/FaceForensics

HomepageBenchmarksPapers JSON

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
Face Swapping FaceForensics++ DeepFaceLab pose 1.12 DeepFaceLab: Integrated, flexible and extensible... deepfakes/faceswap +21 17 Compare
DeepFake Detection FaceForensics++ QAD-E AUC 0.956 Quality-Agnostic Deepfake Detection with Intra-model... — 6 Compare

Papers archive 2025-07-28

10 shown of 10 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 368. 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
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning 0 1 12 Sep 2023 not harvested
FIVA: Facial Image and Video Anonymization and Anonymization Defense 0 1 8 Sep 2023 not harvested
MARLIN: Masked Autoencoder for facial video Representation LearnINg 1 3 12 Nov 2022 not harvested
FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping 1 3 19 Oct 2022 not harvested
HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping 1 1 18 Jun 2021 ran 6 of 9 samples (3 unverified)
SimSwap: An Efficient Framework For High Fidelity Face Swapping 3 2 11 Jun 2021 not harvested
One Shot Face Swapping on Megapixels 1 1 11 May 2021 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
FaceController: Controllable Attribute Editing for Face in the Wild 0 5 23 Feb 2021 not harvested
DeepFaceLab: Integrated, flexible and extensible face-swapping framework 22 3 12 May 2020 ran 2 of 7 samples (5 unverified)
Video Face Manipulation Detection Through Ensemble of CNNs 3 2 16 Apr 2020 ran 1 of 3 samples (2 unverified; 3 pointer-only for licence)

Dataset loaders archive 2025-07-28

ondyari/FaceForensics

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

Tasks archive 2025-07-28

Image GenerationDeepFake DetectionFace Swapping

License archive 2025-07-28

Custom

Modalities archive 2025-07-28

ImagesVideos

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • FaceForensics++

1 variant name, as the archive lists them.

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