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ResearchFormerly WizWand

Image Inversion

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

LSUN Bedroom-256

0.002CHAN

6

Feb 26, 2026

Negative-Prompt Inversion

18.22Inference Time (s)

6

Feb 26, 2026

Proposed Hybrid Inversion Method

0.244Elatent

5

Jun 4, 2026

Proposed Hybrid Inversion Method

0.092Elatent

5

Jun 4, 2026

Proposed Hybrid Inversion Method

0.239Latent Error (Elatent)

5

Jun 4, 2026

Macaque Facial Expression dataset 1,000 images (test)

Motion transfer + StyleGAN2

0.012MSE

3

Jul 2, 2026

0.003CHAN

3

Feb 26, 2026

Style Transformer

0.089MSE

3

Feb 26, 2026

FFHQ-256 (1000 samples)

13.43MAE

2

Feb 26, 2026