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ResearchFormerly WizWand

Text-to-Image Synthesis on CelebA-HQ (test)

15.46FIDTediGAN-B
1.35696.558191.76286.962Mar 29, 2022Jul 8, 2022Oct 18, 2022Jan 28, 2023May 10, 2023Aug 20, 2023Nov 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TediGAN-B2022.0315.460.306—
TediGAN-A2022.0316.450.044—
StyleT2I2022.0317.460.625—
StyleT2I-XDpretraining dataset=FFHQ2022.0318.020.698—
DAE-GAN2022.0330.740.484—
ControlGAN2022.0331.380.435—
Stable Diffusion-XLResolution=768x768, Diffusion Calls=2, Memory=24.5GB2023.11225.48—24.23
ElasticDiffusionBase Model=SD 1.4, Resolution=768x768, Diffusion Calls=17, Memory=8.6GB2023.11225.86—26.66
ElasticDiffusionBase Model=SD 1.4, Resolution=1024x1024, Diffusion Calls=33, Memory=8.6GB2023.11228.87—23.74
Stable Diffusion-XLResolution=1024x1024, Diffusion Calls=1, Memory=27.5GB2023.11230.21—24.62
Stable Diffusion 1.4Resolution=512x512, Diffusion Calls=2, Memory=8.6GB2023.11233.4—24
ElasticDiffusionBase Model=SD 1.4, Resolution=256x256, Diffusion Calls=2, Memory=8.6GB2023.11235.23—23.88
Stable Diffusion 1.4Resolution=768x768, Diffusion Calls=2, Memory=11.1GB2023.11238.87—23.45
Stable Diffusion-XLResolution=512x512, Diffusion Calls=2, Memory=21.6GB2023.11240.2—21.57
MultiDiffusionResolution=768x768, Diffusion Calls=50, Memory=8.6GB2023.11240.56—22.82
Stable Diffusion 1.4Resolution=256x256, Diffusion Calls=2, Memory=7.2GB2023.11258.43—20.14
MultiDiffusionResolution=1024x1024, Diffusion Calls=162, Memory=8.6GB2023.11264.57—21.55
Stable Diffusion 1.4Resolution=1024x1024, Diffusion Calls=1, Memory=14.7GB2023.11266.01—21.9
Stable Diffusion-XLResolution=256x256, Diffusion Calls=2, Memory=18.5GB2023.11368.06—14.4