Image Generation on COCO-Stuff 256x256
Metric: FID (lower is better)
Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LayoutDiffusion (25steps) | 31.68 | No | LayoutDiffusion: Controllable Diffusion Model fo... | 2023-03-30 | Code |
| 2 | LDM-4 (200steps) | 40.96 | No | High-Resolution Image Synthesis with Latent Diff... | 2021-12-20 | Code |
| 3 | OC-GAN | 41.65 | No | Object-Centric Image Generation from Layouts | 2020-03-16 | - |
| 4 | LDM-8 (100steps) | 42.06 | No | High-Resolution Image Synthesis with Latent Diff... | 2021-12-20 | Code |
| 5 | AttSPADE | 54.7 | No | Learning Canonical Representations for Scene Gra... | 2019-12-16 | Code |