Text-to-Image Generation on COCO 2017 val

Metric: FID (lower is better)

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#	Model↕	FID▲	Extra Data	Paper	Date↕	Code
1	LCDG	20.27	No	LaCon: Late-Constraint Diffusion for Steerable G...	2023-05-19	Code
2	LCDG (Color, evaluated under image palette)	20.61	No	LaCon: Late-Constraint Diffusion for Steerable G...	2023-05-19	Code
3	LCDG (Mask)	20.94	No	LaCon: Late-Constraint Diffusion for Steerable G...	2023-05-19	Code
4	LCDG (Edge)	21.02	No	LaCon: Late-Constraint Diffusion for Steerable G...	2023-05-19	Code
5	T2I-Adapter (Sketch)	21.72	No	LaCon: Late-Constraint Diffusion for Steerable G...	2023-05-19	Code
6	T2I-Adapter (Color, evaluated under image palette)	26.54	No	LaCon: Late-Constraint Diffusion for Steerable G...	2023-05-19	Code
7	SD (text)	27.99	No	LaCon: Late-Constraint Diffusion for Steerable G...	2023-05-19	Code
8	ControlNet (HED Edge)	28.09	No	LaCon: Late-Constraint Diffusion for Steerable G...	2023-05-19	Code
9	T2I-Adapter (Color, evaluated under color stroke)	30.84	No	LaCon: Late-Constraint Diffusion for Steerable G...	2023-05-19	Code
10	SD using SDEdit (evaluated under color stroke)	32.93	No	LaCon: Late-Constraint Diffusion for Steerable G...	2023-05-19	Code
11	SD using SDEdit	71.16	No	LaCon: Late-Constraint Diffusion for Steerable G...	2023-05-19	Code

#1LCDGSOTA
20.27
FID· 2023-05-19
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Code
#2LCDG (Color, evaluated under image palette)SOTA
20.61
FID· 2023-05-19
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Code
#3LCDG (Mask)SOTA
20.94
FID· 2023-05-19
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Code
#4LCDG (Edge)SOTA
21.02
FID· 2023-05-19
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Code
#5T2I-Adapter (Sketch)SOTA
21.72
FID· 2023-05-19
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Code
#6T2I-Adapter (Color, evaluated under image palette)SOTA
26.54
FID· 2023-05-19
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Code
#7SD (text)SOTA
27.99
FID· 2023-05-19
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Code
#8ControlNet (HED Edge)SOTA
28.09
FID· 2023-05-19
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Code
#9T2I-Adapter (Color, evaluated under color stroke)SOTA
30.84
FID· 2023-05-19
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Code
#10SD using SDEdit (evaluated under color stroke)SOTA
32.93
FID· 2023-05-19
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Code
#11SD using SDEditSOTA
71.16
FID· 2023-05-19
LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis Code