# Face Recognition on CASIA-Face (100-10) Source: [Face Recognition on CASIA-Face (100-10)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:05.972Z Evaluation of face recognition performance on the CASIA-Face (100-10) dataset, reporting Accuracy (Accr, Accf) and Entropy (H) 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 Recognition | | Dataset (including any stated split) | CASIA-Face (100-10) | | Metric | Accuracy (Accr) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 (Accr)](): Higher is better; unit: PERCENT. - [Entropy](): Lower is better; unit: SCALAR. - [Accuracy (Accf)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Accr) | Result date | Report paper | | --- | --- | --- | --- | | Pre-train | 74.4 | Not recorded | 68fa74251e209131cea5ff6b | | SCRUB-S | 71.9 | Not recorded | 68fa74251e209131cea5ff6b | | GS-LORA | 71.1 | Not recorded | 68fa74251e209131cea5ff6b | | EWC\* | 67.4 | Not recorded | 68fa74251e209131cea5ff6b | | FDR | 67.4 | Not recorded | 68fa74251e209131cea5ff6b | | DER++ | 67.3 | Not recorded | 68fa74251e209131cea5ff6b | | DER | 67.2 | Not recorded | 68fa74251e209131cea5ff6b | | MAS\* | 66.7 | Not recorded | 68fa74251e209131cea5ff6b | | SCRUB | 66.5 | Not recorded | 68fa74251e209131cea5ff6b | | LwF | 65.1 | Not recorded | 68fa74251e209131cea5ff6b | | L2\* | 65 | Not recorded | 68fa74251e209131cea5ff6b | | LIRF\* | 63.3 | Not recorded | 68fa74251e209131cea5ff6b | | Retrain | 9.1 | Not recorded | 68fa74251e209131cea5ff6b | ### Pre-train Accuracy (Accr): 74.4. Result ID: 699332893a6c314849145e0c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SCRUB-S Accuracy (Accr): 71.9. Result ID: 699332893a6c314849145e15. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### GS-LORA Accuracy (Accr): 71.1. Result ID: 699332893a6c314849145e18. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tunable Ratio":"1.28%"}. This record does not assert independent reproduction. ### EWC\* Accuracy (Accr): 67.4. Result ID: 699332893a6c314849145e0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### FDR Accuracy (Accr): 67.4. Result ID: 699332893a6c314849145e13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### DER++ Accuracy (Accr): 67.3. Result ID: 699332893a6c314849145e12. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### DER Accuracy (Accr): 67.2. Result ID: 699332893a6c314849145e11. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### MAS\* Accuracy (Accr): 66.7. Result ID: 699332893a6c314849145e0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### SCRUB Accuracy (Accr): 66.5. Result ID: 699332893a6c314849145e14. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### LwF Accuracy (Accr): 65.1. Result ID: 699332893a6c314849145e10. [Reporting paper]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### L2\* Accuracy (Accr): 65. Result ID: 699332893a6c314849145e0d. [Reporting paper]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### LIRF\* Accuracy (Accr): 63.3. Result ID: 699332893a6c314849145e16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tunable Ratio":"50.66%"}. This record does not assert independent reproduction. ### Retrain Accuracy (Accr): 9.1. Result ID: 699332893a6c314849145e17. [Reporting paper]() Recorded evaluation configuration: {"Tunable Ratio":"100.00%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.