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Datasets/CelebA-HQ

CelebA-HQ

ImagesCC BY-NC 4Introduced 2017-10-27

The CelebA-HQ dataset is a high-quality version of CelebA that consists of 30,000 images at 1024×1024 resolution.

Source: IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis

Image Source: https://github.com/tkarras/progressive_growing_of_gans

Benchmarks

1 Image, 2*2 Stitching/FID1 Image, 2*2 Stitching/LPIPSBlind Face Restoration/FIDBlind Face Restoration/LPIPSBlind Face Restoration/PSNRImage Generation/FLDImage Generation/FIDImage Generation/LPIPSImage Generation/P-IDSImage Generation/U-IDSImage Inpainting/FIDImage Inpainting/P-IDSImage Inpainting/U-IDSImage-to-Image Translation/FIDImage-to-Image Translation/LPIPS

Related Benchmarks

CelebA-HQ 1024x1024/Image Generation/FIDCelebA-HQ 1024x1024/Image Generation/NFECelebA-HQ 1024x1024/Image Generation/bits/dimensionCelebA-HQ 128x128/16k/ConsistencyCelebA-HQ 128x128/16k/PSNRCelebA-HQ 128x128/16k/SSIMCelebA-HQ 128x128/3D Object Super-Resolution/ConsistencyCelebA-HQ 128x128/3D Object Super-Resolution/PSNRCelebA-HQ 128x128/3D Object Super-Resolution/SSIMCelebA-HQ 128x128/Image Generation/FIDCelebA-HQ 128x128/Image Generation/ISCelebA-HQ 128x128/Image Generation/Inception scoreCelebA-HQ 128x128/Image Super-Resolution/ConsistencyCelebA-HQ 128x128/Image Super-Resolution/PSNRCelebA-HQ 128x128/Image Super-Resolution/SSIMCelebA-HQ 128x128/Super-Resolution/ConsistencyCelebA-HQ 128x128/Super-Resolution/PSNRCelebA-HQ 128x128/Super-Resolution/SSIMCelebA-HQ 256x256/Density Estimation/Log-likelihoodCelebA-HQ 256x256/Image Generation/FIDCelebA-HQ 256x256/Image Generation/NFECelebA-HQ 256x256/Image Generation/PrecisionCelebA-HQ 256x256/Image Generation/RecallCelebA-HQ 256x256/Image Generation/bits/dimensionCelebA-HQ 256x256/Image Generation/clean-FIDCelebA-HQ 512x512/Image Generation/FIDCelebA-HQ 512x512/Image Generation/NFECelebA-HQ 512x512/Image Generation/RecallCelebA-HQ 64x64/Image Generation/FID

Statistics

Papers
954
Benchmarks
15

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Tasks

1 Image, 2*2 StitchingBlind Face RestorationDensity EstimationImage GenerationImage InpaintingImage Super-ResolutionImage-to-Image TranslationMultimodal Unsupervised Image-To-Image TranslationUnconditional Image Generation