Layout To Image Generation On Coco Stuff 3
Metrics
FID
Inception Score
SceneFID
Results
Performance results of various models on this benchmark
Model Name | FID | Inception Score | SceneFID | Paper Title | Repository |
|---|---|---|---|---|---|
| SOARISG | 59.5 | 12.5 | 33.46 | Specifying Object Attributes and Relations in Interactive Scene Generation | |
| LostGAN | 29.65 | 13.8 | 20.03 | Image Synthesis From Reconfigurable Layout and Style | |
| LostGAN-V2 | 24.76 | 14.21 | - | Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis | |
| OC-GAN | 36.31 | 14.6 | 16.76 | Object-Centric Image Generation from Layouts | - |
| CAL2IM | 22.32 | 15.62 | - | Context-Aware Layout to Image Generation with Enhanced Object Appearance |
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