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Papers Benchmarks Datasets Tasks

Image Purification research benchmarks · SOTA2 Research

Image Purification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VGGFace2 Glaze (test)

0.31IMS

12

Mar 18, 2026

VGGFace2 PhotoGuard (test)

0.24IMS

12

Mar 18, 2026

VGGFace2 AdvDM (test)

0.29IMS

12

Mar 18, 2026

VGGFace2 MetaCloak (test)

0.38IMS

12

Mar 18, 2026

VGGFace2 EASPL (test)

0.09IMS

12

Mar 18, 2026

VGGFace2 ASPL (test)

0.09IMS

12

Mar 18, 2026

VGGFace2 FSMG (test)

0.23IMS

12

Mar 18, 2026

Portrait Images

85.51SSIM

8

Apr 28, 2026

CelebA-HQ Facelock

0.853SSIM

4

Apr 28, 2026

CelebA-HQ Faceshield

0.91SSIM

4

Apr 28, 2026

CelebA-HQ DF_RAP

0.893SSIM

4

Apr 28, 2026

CelebA-HQ Antiforgery

0.911SSIM

4

Apr 28, 2026

Adversarial Image Purification

0.867SSIM

4

Apr 28, 2026

CelebA-HQ Silencer-I

86.71SSIM

4

Apr 28, 2026

CelebA-HQ PhotoGuard

0.808SSIM

4

Apr 28, 2026

0.81SSIM

4

Apr 28, 2026

CelebA-HQ AdvDM(-)

85.99SSIM

4

Apr 28, 2026

CelebA & WikiArt Average, AntiDB-perturbed (test)

30.63PSNR

3

Feb 26, 2026

CelebA & WikiArt Average, AdvDM-perturbed (test)

30.6PSNR

3

Feb 26, 2026

Popular datasets

CelebA CelebA-HQ VGGFace2 VggFace CelebA & WikiArt

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