📊 Showing 5 results | 📏 Metric: FID
| Rank | Model | Paper | FID | Date | Code |
|---|---|---|---|---|---|
| 1 | Contextual RQ-Transformer | Draft-and-Revise: Effective Image Generation with Contextual RQ-Transformer | 9.80 | 2022-06-09 | - |
| 2 | RQ-Transformer | Autoregressive Image Generation using Residual Quantization | 12.33 | 2022-03-03 | 📦 kakaobrain/rq-vae-transformer 📦 lucidrains/magvit2-pytorch 📦 ai-forever/movqgan 📦 archinetai/bitcodes-pytorch |
| 3 | LDM-4 | High-Resolution Image Synthesis with Latent Diffusion Models | 17.01 | 2021-12-20 | 📦 compvis/stable-diffusion 📦 labmlai/annotated_deep_learning_paper_implementations 📦 stability-ai/stablediffusion |
| 4 | Image-BART | ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis | 22.61 | 2021-08-19 | 📦 compvis/imagebart |
| 5 | VQ-GAN | Taming Transformers for High-Resolution Image Synthesis | 28.86 | 2020-12-17 | 📦 CompVis/taming-transformers 📦 alibaba/EasyNLP 📦 dome272/VQGAN |