Datasets › FG-NET
FG-NET
FGNet is a dataset for age estimation and face recognition across ages. It is composed of a total of 1,002 images of 82 people with age range from 0 to 69 and an age gap up to 45 years
Source: Large age-gap face verification by feature injection in deep networks Image Source: https://www.researchgate.net/figure/Sample-images-from-the-FG-NET-Aging-database_fig1_220057621
Benchmarks archive 2025-07-28
All 2 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 | ||||
|---|---|---|---|---|---|---|
| Age Estimation | FGNET | MWR MAE 2.23 | Moving Window Regression: A Novel Approach to Ordinal Regression | nhshin-mcl/mwr | 8 | Compare |
| Age-Invariant Face Recognition | FG-NET | MTLFace Accuracy 94.78% | When Age-Invariant Face Recognition Meets Face Age... | Hzzone/MTLFace | 2 | Compare |
Papers archive 2025-07-28
8 shown of 8 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 54. 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 | |||
|---|---|---|---|---|
| Moving Window Regression: A Novel Approach to Ordinal Regression | 1 | 1 | 24 Mar 2022 | ran 0 of 7 samples (7 unverified) |
| When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework | 1 | 1 | 2 Mar 2021 | not harvested |
| C3AE: Exploring the Limits of Compact Model for Age Estimation | 1 | 2 | 10 Apr 2019 | not harvested |
| BridgeNet: A Continuity-Aware Probabilistic Network for Age Estimation | 0 | 1 | 6 Apr 2019 | not harvested |
| Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition | 1 | 1 | 2 Sep 2018 | ran 0 of 6 samples (6 unverified) |
| Facial Aging and Rejuvenation by Conditional Multi-Adversarial Autoencoder with Ordinal Regression | 0 | 2 | 8 Apr 2018 | not harvested |
| Deep Regression Forests for Age Estimation | 2 | 1 | 19 Dec 2017 | not harvested |
| Deep Expectation of Real and Apparent Age from a Single Image Without Facial Landmarks | 0 | 1 | 10 Aug 2016 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- FG-NET
- FGNET
2 variant names, as the archive lists them.
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