Layout To Image Generation On Visual Genome 3
Metrics
FID
Inception Score
Results
Performance results of various models on this benchmark
Model Name | FID | Inception Score | Paper Title | Repository |
|---|---|---|---|---|
| PLGAN | 20.62 | 10.6 | Interactive Image Synthesis with Panoptic Layout Generation | |
| OC-GAN | 28.26 | 12.3 | Object-Centric Image Generation from Layouts | - |
| LostGAN | 29.36 | 11.1 | Image Synthesis From Reconfigurable Layout and Style | |
| LayoutDiffusion | 16.35 | - | LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation | |
| LostGAN-V2 | 29.00 | 10.71 | Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis |
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