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ResearchFormerly WizWand

Celeb-A

Benchmarks

TaskDatasetSOTA resultTrendResults

Model Inversion

Celeb-A

0.203LPIPS

20

Attribution Evaluation

Celeb-A ArcFace ResNet-101 (val)

0.287Deletion AUC

9

Face Verification

Celeb-A

92.9TPR

6

Model Inversion Attack

Celeb-A

100ASR (L2)

5

Counterfactual Explanation

Celeb-A Smile

100Performance Score

5

Counterfactual Explanation

Celeb-A Blond

100NA Score

5

Single-subject image generation

Celeb-A (test)

51.41Identity Preservation

5

Multi-subject Image Generation

Celeb-A

43.11Identity Preservation

4

Conditional Image Generation

Celeb-A (test)

-52.32NLL

3