TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Datasets/FaceForensics++

FaceForensics++

ImagesVideosCustom

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

Benchmarks

10-shot image generation/pose10-shot image generation/ID retrieval10-shot image generation/SSIM10-shot image generation/expression10-shot image generation/landmarks10-shot image generation/perceptual loss10-shot image generation/verification10-shot image generation/FID10-shot image generation/exp embedding L23D/AUC3D/LogLoss3D/pose3D/ID retrieval3D/SSIM3D/expression3D/landmarks3D/perceptual loss3D/verification3D/FID3D/exp embedding L23D Face Modelling/pose3D Face Modelling/ID retrieval3D Face Modelling/SSIM3D Face Modelling/expression3D Face Modelling/landmarks3D Face Modelling/perceptual loss3D Face Modelling/verification3D Face Modelling/FID3D Face Modelling/exp embedding L23D Face Reconstruction/pose3D Face Reconstruction/ID retrieval3D Face Reconstruction/SSIM3D Face Reconstruction/expression3D Face Reconstruction/landmarks3D Face Reconstruction/perceptual loss3D Face Reconstruction/verification3D Face Reconstruction/FID3D Face Reconstruction/exp embedding L23D Reconstruction/AUC3D Reconstruction/LogLoss3D Shape Reconstruction from Videos/AUC3D Shape Reconstruction from Videos/LogLossDeepFake Detection/AUCDeepFake Detection/LogLossFace Reconstruction/poseFace Reconstruction/ID retrievalFace Reconstruction/SSIMFace Reconstruction/expressionFace Reconstruction/landmarksFace Reconstruction/perceptual lossFace Reconstruction/verificationFace Reconstruction/FIDFace Reconstruction/exp embedding L2Facial Recognition and Modelling/poseFacial Recognition and Modelling/ID retrievalFacial Recognition and Modelling/SSIMFacial Recognition and Modelling/expressionFacial Recognition and Modelling/landmarksFacial Recognition and Modelling/perceptual lossFacial Recognition and Modelling/verificationFacial Recognition and Modelling/FIDFacial Recognition and Modelling/exp embedding L2

Statistics

Papers
368
Benchmarks
62

Links

Homepage

Tasks

10-shot image generation3D3D Face Modelling3D Face Reconstruction3D Reconstruction3D Shape Reconstruction from VideosDeepFake DetectionFace ReconstructionFace SwappingFacial Recognition and ModellingImage Generation