CelebA-HQ

Dataset Information
Modalities
Images
Introduced
2017
License
CC BY-NC 4
Homepage
Official Website
Contents

Overview

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

Variants: CelebA-HQ 512x512, CelebA-HQ 256x256, CelebA-HQ 1024x1024, Celeb-HQ 4x upscaling, CelebA-HQ 64x64, CelebA-HQ 128x128, CelebA-HQ

Associated Benchmarks

This dataset is used in 4 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Image Generation DDPM Normalizing Flow-Based Metric for Image … 2024-10-02
Image Inpainting WavePaint WavePaint: Resource-efficient Token-mixer for Self-supervised … 2023-07-01
Image-to-Image Translation EGSDE EGSDE: Unpaired Image-to-Image Translation via … 2022-07-14
Image-to-Image Translation PHStarGANv2 n=4 Hypercomplex Image-to-Image Translation 2022-05-04
Image-to-Image Translation PHStarGANv2 n=3 Hypercomplex Image-to-Image Translation 2022-05-04
Image Inpainting MAT MAT: Mask-Aware Transformer for Large … 2022-03-29
Image Inpainting LaMa Resolution-robust Large Mask Inpainting with … 2021-09-15
Image-to-Image Translation PonoSPadaIN Image-to-Image Translation with Low Resolution … 2021-07-23
Blind Face Restoration Pix2PixHD GAN Prior Embedded Network for … 2021-05-13
Blind Face Restoration Super-FAN GAN Prior Embedded Network for … 2021-05-13
Blind Face Restoration GWAInet GAN Prior Embedded Network for … 2021-05-13
Blind Face Restoration HiFaceGAN GAN Prior Embedded Network for … 2021-05-13
Blind Face Restoration GFRNet GAN Prior Embedded Network for … 2021-05-13
Blind Face Restoration GPEN GAN Prior Embedded Network for … 2021-05-13
Image Inpainting MADF Image Inpainting by End-to-End Cascaded … 2021-04-28
Image Inpainting ICT High-Fidelity Pluralistic Image Completion with … 2021-03-25
Image Inpainting CoModGAN Large Scale Image Completion via … 2021-03-18
Image-to-Image Translation CoCosNet Cross-domain Correspondence Learning for Exemplar-based … 2020-04-12
Image-to-Image Translation StarGAN v2 StarGAN v2: Diverse Image Synthesis … 2019-12-04

Research Papers

Recent papers with results on this dataset:

External Links: