# Face Recognition on Youtube Celebrities (test) Source: [Face Recognition on Youtube Celebrities (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:56.880Z Evaluation of face recognition performance, typically measured by Top-1 Accuracy, on the test split of the Youtube Celebrities dataset. 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 Recognition | | Dataset (including any stated split) | Youtube Celebrities (test) | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Top-1 Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FDHT-LSTM | 88.2 | Not recorded | 68fa69d01e209131cea24532 | | FDHT-LSTM | 88.2 | Not recorded | 68fa69d01e209131cea24532 | | HT-LSTM | 88.1 | Not recorded | 68fa69d01e209131cea24532 | | HT-LSTM | 88.1 | Not recorded | 68fa69d01e209131cea24532 | | VGGFACE + RRNN | 84.6 | Not recorded | 68fa69d01e209131cea24532 | | VGG16-GCR | 82.9 | Not recorded | 68fa69d01e209131cea24532 | | DML-PV | 82.8 | Not recorded | 68fa69d01e209131cea24532 | | TT-LSTM | 75.5 | Not recorded | 68fa69d01e209131cea24532 | | LSTM | 33.2 | Not recorded | 68fa69d01e209131cea24532 | ### FDHT-LSTM Top-1 Accuracy: 88.2. Result ID: 698de967ffc3901de099858c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of Parameters":"8,324"}. This record does not assert independent reproduction. ### FDHT-LSTM Top-1 Accuracy: 88.2. Result ID: 698de967ffc3901de099859d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of Parameters (Input-Hidden)":"-","Number of Parameters (Overall)":"8,324 (7,117x)","Training":"end-to-end direct training"}. This record does not assert independent reproduction. ### HT-LSTM Top-1 Accuracy: 88.1. Result ID: 698de967ffc3901de099858b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of Parameters":"263K"}. This record does not assert independent reproduction. ### HT-LSTM Top-1 Accuracy: 88.1. Result ID: 698de967ffc3901de099859c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of Parameters (Input-Hidden)":"810","Number of Parameters (Overall)":"262.95K (225x)","Training":"end-to-end direct training"}. This record does not assert independent reproduction. ### VGGFACE + RRNN Top-1 Accuracy: 84.6. Result ID: 698de967ffc3901de0998589. [Reporting paper]() Recorded evaluation configuration: {"Number of Parameters":"≥42M"}. This record does not assert independent reproduction. ### VGG16-GCR Top-1 Accuracy: 82.9. Result ID: 698de967ffc3901de099858a. [Reporting paper]() Recorded evaluation configuration: {"Number of Parameters":"138M"}. This record does not assert independent reproduction. ### DML-PV Top-1 Accuracy: 82.8. Result ID: 698de967ffc3901de0998588. [Reporting paper]() Recorded evaluation configuration: {"Number of Parameters":"220K"}. This record does not assert independent reproduction. ### TT-LSTM Top-1 Accuracy: 75.5. Result ID: 698de967ffc3901de099859b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of Parameters (Input-Hidden)":"3,392","Number of Parameters (Overall)":"265.54K (223x)","Training":"end-to-end direct training"}. This record does not assert independent reproduction. ### LSTM Top-1 Accuracy: 33.2. Result ID: 698de967ffc3901de099859a. [Reporting paper]() Recorded evaluation configuration: {"Number of Parameters (Input-Hidden)":"58.98M","Number of Parameters (Overall)":"59.24M","Training":"end-to-end direct training"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.