# Face Recognition on Extended YaleB Source: [Face Recognition on Extended YaleB]() Collection index: [llms.txt]() Data updated: 2026-03-17T09:10:30.450Z Evaluation of Face Recognition performance on the Extended YaleB dataset, measured using Accuracy and F1-score. 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) | Extended YaleB | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | JLSPCADL | 99.78 | Not recorded | 68fa75151e209131cea65999 | | PCA+SCMLP | 97 | Not recorded | 68fa75151e209131cea65999 | | SDRDL | 96.7 | Not recorded | 68fa75151e209131cea65999 | | PCA+SEDL | 95.65 | Not recorded | 68fa75151e209131cea65999 | | PCA+LCKSVD | 90.6 | Not recorded | 68fa75151e209131cea65999 | | JDDRDL | 66.5 | Not recorded | 68fa75151e209131cea65999 | ### JLSPCADL Accuracy: 99.78. Result ID: 69b919e747f34ce924a1e4de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Projection Dimension (p)":"457"}. This record does not assert independent reproduction. ### PCA+SCMLP Accuracy: 97. Result ID: 69b919e747f34ce924a1e4db. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SDRDL Accuracy: 96.7. Result ID: 69b919e747f34ce924a1e4dd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PCA+SEDL Accuracy: 95.65. Result ID: 69b919e747f34ce924a1e4da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PCA+LCKSVD Accuracy: 90.6. Result ID: 69b919e747f34ce924a1e4d9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### JDDRDL Accuracy: 66.5. Result ID: 69b919e747f34ce924a1e4dc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.