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ResearchFormerly WizWand

Face dataset

Benchmarks

TaskDatasetSOTA resultTrendResults

Visual Quality Evaluation

Face Dataset

1.64FID

5

Image Quality Assessment

Face Dataset

1.4BRISQUE

5

Adversarial Attack Detection

Face dataset AMT-GAN attack

0.922AUROC

5

Adversarial Attack Detection

Face dataset Adv-Makeup attack

0.976AUROC

5

Adversarial Attack Detection

Face dataset Adv-Mask attack

99.99AUROC

5

Adversarial Attack Detection

Face dataset Adv-Glasses attack

99.99AUROC

5

Adversarial Attack Detection

Face dataset Adv-Sticker attack

1AUROC

5

Adversarial Attack Detection

Face dataset TIPIM attack

0.989AUROC

5

Head Avatar Reconstruction

Face Dataset (Subject 5)

6.21MAE

4

Head Avatar Reconstruction

Face Dataset (Subject 4)

6.04MAE

4

Head Avatar Reconstruction

Face Dataset (Subject 3)

6.13MAE

4

Head Avatar Reconstruction

Face Dataset (Subject 2)

5.7MAE

4

Facial Conditional Generation (Face ID + Landmark)

Face Dataset

92FID

4