Datasets › bFFHQ

bFFHQ (Gender-biased FFHQ dataset)

Introduced by Eungyeup Kim et al. in BiaSwap: Removing dataset bias with bias-tailored swapping augmentation23 Aug 2021 archive 2025-07-28

Gender-biased FFHQ dataset (bFFHQ) has age as a target label and gender as a correlated bias, and the images are from the FFHQ dataset. The images include the dominant number of young women (i.e., aged 10-29) and old men (i.e., aged 40-59) in the training data.

Source: Learning Debiased Representation via Disentangled Feature Augmentation Image Source: FFHQ

Benchmarks archive 2025-07-28

All 1 leaderboard 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)PaperCode
Facial Attribute Classification bFFHQ DebiAN Bias-Conflicting Accuracy 62.8 Discover and Mitigate Unknown Biases with Debiasing... zhihengli-UR/DebiAN 3 Compare

Papers archive 2025-07-28

3 shown of 3 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 18. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Training Debiased Subnetworks with Contrastive Weight Pruning 1 1 11 Oct 2022 not harvested
Discover and Mitigate Unknown Biases with Debiasing Alternate Networks 1 1 20 Jul 2022 ran 2 of 9 samples (7 unverified; 9 pointer-only for licence)
BiaSwap: Removing dataset bias with bias-tailored swapping augmentation 0 1 23 Aug 2021 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • bFFHQ

1 variant name, as the archive lists them.

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