Datasets › LFWA
LFWA
LFWA is a popular unconstrained facial attribute dataset, which consists of 13,143 facial images of 5,749 identities. Each facial image has 40 attribute annotations.
Image Source: https://arxiv.org/pdf/1604.07360.pdf
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Facial Attribute Classification | LFWA | Label2Label Error Rate 12.49 | Label2Label: A Language Modeling Framework for... | li-wanhua/label2label | 7 | Compare |
Papers archive 2025-07-28
7 shown of 7 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 63. 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 | |||
|---|---|---|---|---|
| Label2Label: A Language Modeling Framework for Multi-Attribute Learning | 1 | 1 | 18 Jul 2022 | ran 2 of 5 samples (3 unverified; 5 pointer-only for licence) |
| Learning Spatial-Semantic Relationship for Facial Attribute Recognition With Limited Labeled Data | 0 | 1 | 19 Jun 2021 | not harvested |
| Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach | 0 | 1 | 3 Jun 2017 | not harvested |
| Improving Facial Attribute Prediction using Semantic Segmentation | 0 | 1 | 27 Apr 2017 | not harvested |
| Attributes for Improved Attributes: A Multi-Task Network for Attribute Classification | 0 | 1 | 25 Apr 2016 | not harvested |
| Deep Learning Face Attributes in the Wild | 2 | 1 | 28 Nov 2014 | ran 3 of 5 samples (2 unverified; 5 pointer-only for licence) |
| PANDA: Pose Aligned Networks for Deep Attribute Modeling | 1 | 1 | 21 Nov 2013 | 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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- LFWA
1 variant name, as the archive lists them.
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