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SotA/Natural Language Processing/Text-to-Image Generation/COCO 2017 val

Text-to-Image Generation on COCO 2017 val

Metric: FID (lower is better)

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#Model↕FID▲Extra DataPaperDate↕Code
1LCDG20.27NoLaCon: Late-Constraint Diffusion for Steerable G...2023-05-19Code
2LCDG (Color, evaluated under image palette)20.61NoLaCon: Late-Constraint Diffusion for Steerable G...2023-05-19Code
3LCDG (Mask)20.94NoLaCon: Late-Constraint Diffusion for Steerable G...2023-05-19Code
4LCDG (Edge)21.02NoLaCon: Late-Constraint Diffusion for Steerable G...2023-05-19Code
5T2I-Adapter (Sketch)21.72NoLaCon: Late-Constraint Diffusion for Steerable G...2023-05-19Code
6T2I-Adapter (Color, evaluated under image palette)26.54NoLaCon: Late-Constraint Diffusion for Steerable G...2023-05-19Code
7SD (text)27.99NoLaCon: Late-Constraint Diffusion for Steerable G...2023-05-19Code
8ControlNet (HED Edge)28.09NoLaCon: Late-Constraint Diffusion for Steerable G...2023-05-19Code
9T2I-Adapter (Color, evaluated under color stroke)30.84NoLaCon: Late-Constraint Diffusion for Steerable G...2023-05-19Code
10SD using SDEdit (evaluated under color stroke)32.93NoLaCon: Late-Constraint Diffusion for Steerable G...2023-05-19Code
11SD using SDEdit71.16NoLaCon: Late-Constraint Diffusion for Steerable G...2023-05-19Code