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Text-to-Image Generation on MS-COCO 50k descriptions randomly selected (train)

7.27FIDImagen
6.82369.836812.8515.8632Nov 27, 2022

Evaluation results

MethodLinks
Imagen#Param=3.0B, Zero-Shot=true, Components=Diffusion part only, excluding language encoder2022.117.27
DALLE2#Param=5.5B, Zero-Shot=true, Components=Diffusion part only, excluding language encoder2022.1110.39
GLIDE#Param=5.0B, Zero-Shot=true, Components=Diffusion part only, excluding language encoder2022.1112.24
LDM#Param=1.45B, Zero-Shot=true, Components=Diffusion part only, excluding language encoder2022.1112.63
Spectral Diffusion#Param=77.6M, Zero-Shot=true, Components=Diffusion part only, excluding language encoder2022.1118.43