Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Contextual RQ-Transformer | 9.8 | No | Draft-and-Revise: Effective Image Generation wit... | 2022-06-09 | - |
| 2 | RQ-Transformer | 12.33 | No | Autoregressive Image Generation using Residual Q... | 2022-03-03 | Code |
| 3 | LDM-4 | 17.01 | No | High-Resolution Image Synthesis with Latent Diff... | 2021-12-20 | Code |
| 4 | Image-BART | 22.61 | No | ImageBART: Bidirectional Context with Multinomia... | 2021-08-19 | Code |
| 5 | VQ-GAN | 28.86 | No | Taming Transformers for High-Resolution Image Sy... | 2020-12-17 | Code |