Face Swapping on FaceForensics++

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pose

Rank	Model	pose	ID retrieval	SSIM	expression	landmarks	perceptual loss	verification	FID	Paper	Code	Year
1	DeepFaceLab	1.12	–	0.73	–	0.73	0.39	0.61	–	DeepFaceLab: Integrated, flexible and extensible face-swapping framework	deepfakes/faceswap · iperov/DeepFaceLab · hectorgie/DeepFaceLab · +19	2020
2	SimSwap-oFM	1.22	–	–	–	–	–	–	–	SimSwap: An Efficient Framework For High Fidelity Face Swapping	neuralchen/SimSwap · woctezuma/SimSwap-colab · vpsg-research/waveguard	2021
3	FaceDancer (Config C)	2.04	98.84	–	–	–	–	–	–	FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping	felixrosberg/facedancer	2022
4	FaceDancer (Config D)	2.15	98.19	–	–	–	–	–	–	FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping	felixrosberg/facedancer	2022
5	FIVA	2.16	99.25	–	–	–	–	–	–	FIVA: Facial Image and Video Anonymization and Anonymization Defense		2023
6	FaceDancer (Config B)	2.24	98.54	–	–	–	–	–	–	FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping	felixrosberg/facedancer	2022
7	HifiFace	2.63	98.48	–	–	–	–	–	–	HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping	mindslab-ai/hififace	2021
8	MegaFS	2.64	90.83	–	2.96	–	–	–	–	One Shot Face Swapping on Megapixels	zyainfal/One-Shot-Face-Swapping-on-Megapixels	2021
9	CihaNet	3.27	80.4	0.992	–	–	–	–	–
10	DeepFakes	4.75	–	0.71	–	1.15	0.41	0.69	–	DeepFaceLab: Integrated, flexible and extensible face-swapping framework	deepfakes/faceswap · iperov/DeepFaceLab · hectorgie/DeepFaceLab · +19	2020
11	Nirkin et al.	6.01	–	0.65	–	0.35	0.5	0.66	–	DeepFaceLab: Integrated, flexible and extensible face-swapping framework	deepfakes/faceswap · iperov/DeepFaceLab · hectorgie/DeepFaceLab · +19	2020
12	SimSwap-nFM	–	96.57	–	–	–	–	–	–	SimSwap: An Efficient Framework For High Fidelity Face Swapping	neuralchen/SimSwap · woctezuma/SimSwap-colab · vpsg-research/waveguard	2021
13	FaceController	–	–	–	–	–	–	–	3.51	FaceController: Controllable Attribute Editing for Face in the Wild		2021
14	FaceSwap	–	–	–	–	–	–	–	3.81	FaceController: Controllable Attribute Editing for Face in the Wild		2021
15	FaceShifter	–	–	–	–	–	–	–	4.05	FaceController: Controllable Attribute Editing for Face in the Wild		2021
16	DeepFake	–	–	–	–	–	–	–	4.29	FaceController: Controllable Attribute Editing for Face in the Wild		2021
17	FSGAN	–	–	–	–	–	–	–	4.35	FaceController: Controllable Attribute Editing for Face in the Wild		2021
18	DeepFaceLab	1.12	–	0.73	–	0.73	0.39	0.61	–	DeepFaceLab: Integrated, flexible and extensible face-swapping framework	deepfakes/faceswap · iperov/DeepFaceLab · hectorgie/DeepFaceLab · +19	2020
19	SimSwap-oFM	1.22	–	–	–	–	–	–	–	SimSwap: An Efficient Framework For High Fidelity Face Swapping	neuralchen/SimSwap · woctezuma/SimSwap-colab · vpsg-research/waveguard	2021
20	FaceDancer (Config C)	2.04	98.84	–	–	–	–	–	–	FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping	felixrosberg/facedancer	2022