Layout-to-Image Generation 벤치마크
Layout-to-Image Generation on LayoutBench-COCO - Position
AP
- 2022-11-23 — ReCo: AP 36.4
- 2023-01-17 — GLIGEN: AP 38.9
- 2023-04-13 — IterInpaint: AP 39.1
| Rank | Model | AP | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | IterInpaint | 39.1 | Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation | j-min/IterInpaint · j-min/LayoutBench-COCO | 2023 |
| 2 | GLIGEN | 38.9 | GLIGEN: Open-Set Grounded Text-to-Image Generation | gligen/GLIGEN | 2023 |
| 3 | ReCo | 36.4 | ReCo: Region-Controlled Text-to-Image Generation | 2022 | |
| 4 | ControlNet | 15.3 | Adding Conditional Control to Text-to-Image Diffusion Models | microsoft/visual-chatgpt · lllyasviel/controlnet · modelscope/modelscope · +9 | 2023 |