Face Swapping research benchmarks

Benchmarks

Dataset NameSOTA methodMetricTrendResultsLast Updated

FFHQ

Ours

3.61FID

Apr 28, 2026

FaceForensics++ (test)

FaceDancer

98.84ID Retrieval

Feb 26, 2026

FaceForensics++

FaceDancer

0.988ID Retrieval

Feb 26, 2026

FFHQ (test)

APPLE

2.18FID

Feb 26, 2026

FF++

Inswapper

0.636ID Similarity

Feb 26, 2026

CelebA (test)

VFace

5.42FID

Feb 26, 2026

Face Swapping Evaluation Set (test)

E4S (Ours)

38ID Retrieval Top-1 Acc

Feb 26, 2026

MPIE

AlphaFace

0.471CSIM

Feb 26, 2026

IDBench

DreamID-V

3.85Identity Similarity

Feb 26, 2026

FaceForensics++ 5 monocular videos 50

GaussianSwap

71.7Identity Score

Feb 26, 2026

INSTA (test)

GaussianSwap

81.5ID Preservation Score

Feb 26, 2026

INSTA and FF++

GaussianSwap

100Identity Score

Feb 26, 2026

FaceForensics++

FaceController

98.27Reconstruction Score

Feb 26, 2026

FaceForensics++ 10K (test)

HifiFace

98.48ID Consistency

Feb 26, 2026