# Apparent Age Estimation on ChaLearn 2015 (val) Source: [Apparent Age Estimation on ChaLearn 2015 (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:42:08.712Z Evaluation of Apparent Age Estimation performance on the validation split of the ChaLearn 2015 dataset, typically measured using MAE and epsilon-error. 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 | Apparent Age Estimation | | Dataset (including any stated split) | ChaLearn 2015 (val) | | Metric | Epsilon Error | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [Epsilon Error](): Higher is better; unit: PERCENT. - [MAE](): Lower is better; unit: SCALAR. ## Recorded results | Method | Epsilon Error | Result date | Report paper | | --- | --- | --- | --- | | DEX | 45.6 | Not recorded | 68fa6b861e209131cea2ed1b | | Human | 34 | Not recorded | 68fa6b861e209131cea2ed1b | | ODL | 31.2 | Not recorded | 68fa6b861e209131cea2ed1b | | DLDL | 31 | Not recorded | 68fa6b861e209131cea2ed1b | | SADAL | 30.9 | Not recorded | 68fa6b861e209131cea2ed1b | | DLDL-v2 (TinyAgeNet) | 30.1 | Not recorded | 68fa6b861e209131cea2ed1b | | PML | 29.3 | Not recorded | 68fa6b861e209131cea2ed1b | | VDAL | 28.5 | Not recorded | 68fa6b861e209131cea2ed1b | | DEX | 28.2 | Not recorded | 68fa6b861e209131cea2ed1b | | AGEn | 28 | Not recorded | 68fa6b861e209131cea2ed1b | | DLDL-v2 (ThinAgeNet) | 27.2 | Not recorded | 68fa6b861e209131cea2ed1b | | PML | 24.3 | Not recorded | 68fa6b861e209131cea2ed1b | ### DEX Epsilon Error: 45.6. Result ID: 698e93e5ffc3901de09ed0bb. [Reporting paper]() Recorded evaluation configuration: {"External Data":false,"Model Single":true,"Network":"VGG-16"}. This record does not assert independent reproduction. ### Human Epsilon Error: 34. Result ID: 698e93e5ffc3901de09ed0ba. [Reporting paper]() Recorded evaluation configuration: {"External Data":false,"Model Single":true,"Network":"ResNet-50"}. This record does not assert independent reproduction. ### ODL Epsilon Error: 31.2. Result ID: 698e93e5ffc3901de09ed0bf. [Reporting paper]() Recorded evaluation configuration: {"External Data":false,"Model Single":true,"Network":"VGG-Face"}. This record does not assert independent reproduction. ### DLDL Epsilon Error: 31. Result ID: 698e93e5ffc3901de09ed0bd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"External Data":false,"Model Single":true,"Network":"VGG-Face"}. This record does not assert independent reproduction. ### SADAL Epsilon Error: 30.9. Result ID: 698e93e5ffc3901de09ed0c0. [Reporting paper]() Recorded evaluation configuration: {"External Data":false,"Model Single":true,"Network":"VGG-Face"}. This record does not assert independent reproduction. ### DLDL-v2 (TinyAgeNet) Epsilon Error: 30.1. Result ID: 698e93e5ffc3901de09ed0c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"External Data":false,"Model Single":true,"Network":"Tiny VGG-16"}. This record does not assert independent reproduction. ### PML Epsilon Error: 29.3. Result ID: 698e93e5ffc3901de09ed0c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"External Data":false,"Model Single":true,"Network":"ResNet-34"}. This record does not assert independent reproduction. ### VDAL Epsilon Error: 28.5. Result ID: 698e93e5ffc3901de09ed0c1. [Reporting paper]() Recorded evaluation configuration: {"External Data":false,"Model Single":true,"Network":"VGG-Face"}. This record does not assert independent reproduction. ### DEX Epsilon Error: 28.2. Result ID: 698e93e5ffc3901de09ed0bc. [Reporting paper]() Recorded evaluation configuration: {"External Data":true,"Model Single":true,"Network":"VGG-16"}. This record does not assert independent reproduction. ### AGEn Epsilon Error: 28. Result ID: 698e93e5ffc3901de09ed0be. [Reporting paper]() Recorded evaluation configuration: {"External Data":true,"Model Single":true,"Network":"VGG-16"}. This record does not assert independent reproduction. ### DLDL-v2 (ThinAgeNet) Epsilon Error: 27.2. Result ID: 698e93e5ffc3901de09ed0c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"External Data":false,"Model Single":true,"Network":"Thin VGG-16"}. This record does not assert independent reproduction. ### PML Epsilon Error: 24.3. Result ID: 698e93e5ffc3901de09ed0c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"External Data":true,"Model Single":true,"Network":"ResNet-34"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.