Datasets › DFW
DFW (Disguised Faces in the Wild)
Contains over 11000 images of 1000 identities with different types of disguise accessories. The dataset is collected from the Internet, resulting in unconstrained face images similar to real world settings.
Benchmarks archive 2025-07-28
All 3 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 | ||||
|---|---|---|---|---|---|---|
| Disguised Face Verification | Disguised Faces in the Wild | DisguiseNet GAR @0.1% FAR 23.25 | DisguiseNet : A Contrastive Approach for Disguised Face... | pvskand/DisguiseNet | 2 | Compare |
| Heterogeneous Face Recognition | Disguised Faces in the Wild | A-LINK GAR @0.1% FAR Impersonation 75.38 | A-LINK: Recognizing Disguised Faces via Active Learning... | iamgroot42/A-LINK | 2 | Compare |
| Heterogeneous Face Recognition | Disguised Faces in the Wild 2019 | A2-LINK GAR @0.01% FAR Impersonation 54.40 | A2-LINK: Recognizing Disguised Faces via Active Learning... | iamgroot42/A-LINK | 2 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 7. 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 | |||
|---|---|---|---|---|
| A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge | 1 | 3 | 1 Jun 2020 | not harvested |
| A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge | 1 | 1 | 23 Sep 2019 | not harvested |
| Recognizing Disguised Faces in the Wild | 0 | 1 | 21 Nov 2018 | not harvested |
| DisguiseNet : A Contrastive Approach for Disguised Face Verification in the Wild | 1 | 1 | 25 Apr 2018 | 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
- Disguised Faces in the Wild
- Disguised Faces in the Wild 2019
- DFW
3 variant names, as the archive lists them.
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