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ResearchFormerly WizWand

Text-Guided Image Manipulation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Human Face images with 10 text conditions (test)

3.78Style Score

7

Feb 26, 2026

CelebA-HQ (test)

0.203LPIPS

5

May 21, 2026

Multi-Modal CelebA-HQ Non-CelebA

129.2FID

5

Feb 26, 2026

Multi-Modal CelebA-HQ

101.27FID

5

Feb 26, 2026

Lightweight-GAN

13.65CLIP Score

3

Feb 26, 2026

23.34CLIP Score

3

Feb 26, 2026

23.56CLIP Score

3

Feb 26, 2026

Multi-Modal CelebA-HQ Open-Text

107.32FID

3

Feb 26, 2026