Datasets › CelebAMask-HQ

CelebAMask-HQ

Introduced by Cheng-Han Lee et al. in MaskGAN: Towards Diverse and Interactive Facial Image Manipulation archive 2025-07-28

CelebAMask-HQ is a large-scale face image dataset that has 30,000 high-resolution face images selected from the CelebA dataset by following CelebA-HQ. Each image has segmentation mask of facial attributes corresponding to CelebA.

Source: https://github.com/switchablenorms/CelebAMask-HQ Image Source: https://github.com/switchablenorms/CelebAMask-HQ

Homepage Benchmarks Papers JSON

Benchmarks archive 2025-07-28

All 5 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

		First row (archive order)	Paper	Code
Face Parsing	CelebAMask-HQ	FaRL-B Mean F1 89.56	General Facial Representation Learning in a...	FacePerceiver/FaRL +1	7	Compare
3D-Aware Image Synthesis	CelebAMask-HQ	Sem2NeRF FID 41.52	Sem2NeRF: Converting Single-View Semantic Masks to...	donydchen/sem2nerf	3	Compare
Conditional Image Generation	CelebAMask-HQ	SCDM FID 17.4	Stochastic Conditional Diffusion Models for Robust...	mlvlab/scdm	1	Compare
Pose Transfer	CelebAMask-HQ	SCAM S-FID 19.8	SCAM! Transferring humans between images with Semantic...	nicolas-dufour/SCAM	1	Compare
Reconstruction	CelebAMask-HQ	SCAM PSNR 21.9	SCAM! Transferring humans between images with Semantic...	nicolas-dufour/SCAM	1	Compare

Papers archive 2025-07-28

10 shown of 10 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 164. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

			Date	Samples run Syntology
SegFace: Face Segmentation of Long-Tail Classes	2	1	11 Dec 2024	not harvested
Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis	1	1	26 Feb 2024	ran 1 of 4 samples (3 unverified)
SCAM! Transferring humans between images with Semantic Cross Attention Modulation	1	2	10 Oct 2022	not harvested
Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing	1	1	28 Mar 2022	not harvested
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields	1	3	21 Mar 2022	ran 2 of 4 samples (2 unverified)
General Facial Representation Learning in a Visual-Linguistic Manner	2	1	6 Dec 2021	ran 1 of 5 samples (4 unverified; 4 pointer-only for licence)
AGRNet: Adaptive Graph Representation Learning and Reasoning for Face Parsing	0	1	18 Jan 2021	not harvested
Edge-aware Graph Representation Learning and Reasoning for Face Parsing	1	1	22 Jul 2020	not harvested
EHANet: An Effective Hierarchical Aggregation Network for Face Parsing	2	1	7 Apr 2020	not harvested
Accurate facial image parsing at real-time speed	0	1	9 Apr 2019	not harvested

Dataset loaders archive 2025-07-28

switchablenorms/CelebAMask-HQpytorch

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Image Generation Image-to-Image Translation Reconstruction Conditional Image Generation Pose Transfer Face Parsing 3D-Aware Image Synthesis Image Manipulation

License archive 2025-07-28

Custom (non-commercial)

Modalities archive 2025-07-28

Images

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

CelebAMask-HQ

1 variant name, as the archive lists them.

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