# Face Aging on FFHQ-AT (test) Source: [Face Aging on FFHQ-AT (test)]() Collection index: [llms.txt]() Data updated: 2026-06-04T13:00:03.061Z Evaluation of face aging performance on the test split of the FFHQ-AT dataset, typically measured using age error (MAE) and identity preservation metrics. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Face Aging | | Dataset (including any stated split) | FFHQ-AT (test) | | Metric | Age MAE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 11 of 11 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Age MAE](): Lower is better; unit: SCALAR. - [Identity Similarity](): Higher is better; unit: SCALAR. - [FID](): Lower is better; unit: SCALAR. - [LPIPS Distance](): Lower is better; unit: SCALAR. - [APR Error](): Lower is better; unit: SCALAR. - [IDAG Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Age MAE | Result date | Report paper | | --- | --- | --- | --- | | CUSP | 2.91 | Not recorded | 6a2106e6c10484bac23f0585 | | CUSP | 2.91 | Not recorded | 6a2106e6c10484bac23f0585 | | DiverAge | 3.09 | Not recorded | 6a2106e6c10484bac23f0585 | | PADA | 3.09 | Not recorded | 6a2106e6c10484bac23f0585 | | DiverAge | 3.16 | Not recorded | 6a2106e6c10484bac23f0585 | | DLFS | 4.21 | Not recorded | 6a2106e6c10484bac23f0585 | | LATS | 4.55 | Not recorded | 6a2106e6c10484bac23f0585 | | SAM | 4.78 | Not recorded | 6a2106e6c10484bac23f0585 | | SAM | 4.78 | Not recorded | 6a2106e6c10484bac23f0585 | | AgeTransGAN | 6.73 | Not recorded | 6a2106e6c10484bac23f0585 | | AgeTransGAN | 6.73 | Not recorded | 6a2106e6c10484bac23f0585 | ### CUSP Age MAE: 2.91. Result ID: 6a21764efbc373592c1ec5d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Nature":"deterministic baseline"}. This record does not assert independent reproduction. ### CUSP Age MAE: 2.91. Result ID: 6a21764efbc373592c1ec5dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Lifespan sequence"}. This record does not assert independent reproduction. ### DiverAge Age MAE: 3.09. Result ID: 6a21764efbc373592c1ec5da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Setting":"single-output","Stochastic Noise Strength":"zero","Sampling Seed":"fixed"}. This record does not assert independent reproduction. ### PADA Age MAE: 3.09. Result ID: 6a21764efbc373592c1ec5de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Lifespan sequence"}. This record does not assert independent reproduction. ### DiverAge Age MAE: 3.16. Result ID: 6a21764efbc373592c1ec5df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Lifespan sequence"}. This record does not assert independent reproduction. ### DLFS Age MAE: 4.21. Result ID: 6a21764efbc373592c1ec5d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Nature":"deterministic baseline"}. This record does not assert independent reproduction. ### LATS Age MAE: 4.55. Result ID: 6a21764efbc373592c1ec5d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Nature":"deterministic baseline"}. This record does not assert independent reproduction. ### SAM Age MAE: 4.78. Result ID: 6a21764efbc373592c1ec5d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Nature":"deterministic baseline"}. This record does not assert independent reproduction. ### SAM Age MAE: 4.78. Result ID: 6a21764efbc373592c1ec5db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Lifespan sequence"}. This record does not assert independent reproduction. ### AgeTransGAN Age MAE: 6.73. Result ID: 6a21764efbc373592c1ec5d9. [Reporting paper]() Recorded evaluation configuration: {"Nature":"deterministic baseline"}. This record does not assert independent reproduction. ### AgeTransGAN Age MAE: 6.73. Result ID: 6a21764efbc373592c1ec5dd. [Reporting paper]() Recorded evaluation configuration: {"Setting":"Lifespan sequence"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.