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Papers Benchmarks Datasets Tasks

GAN Inversion research benchmarks · SOTA2 Research

GAN Inversion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LEBM-based inversion

0.059MSE

6

Feb 26, 2026

0.025MSE

6

Feb 26, 2026

100 in-the-wild images (test)

0.076LPIPS

4

Feb 26, 2026

CelebA-HQ 1500 images (test)

29.43PSNR

4

Feb 26, 2026

CelebA-HQ (test)

23.59PSNR

4

Feb 26, 2026

LSUN Church (test)

22.76PSNR

4

Feb 26, 2026

LSUN Bedroom (test)

25.13PSNR

4

Feb 26, 2026

Popular datasets

LSUN CelebA-HQ FFHQ in-the-wild images

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