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ResearchFormerly WizWand

StarGAN

Benchmarks

TaskDatasetSOTA resultTrendResults

AI-generated image detection

StarGAN

100Accuracy

24

AI-generated image detection

StarGAN generator (test)

100AP

17

Forgery Detection

StarGAN

99.9Balanced Accuracy

11

Defense against facial generation

StarGAN

99.2DSR

9

Adversarial Attack on Deepfake Detectors

StarGAN (test)

96.4ASR (DCTA)

9

Face Attribute Editing Defense

StarGAN (test)

0.704AUC (JPEG Compression)

7

Deepfake Attack

StarGAN spatial-based (test)

100ResNet Accuracy

4

Facial Attribute Editing Defense

StarGAN (test)

35.838PSNR

3

Facial Attribute Editing Defense

StarGAN

98.8DSR

3