# Face Recognition on CASIA-Face100 (100-20) Source: [Face Recognition on CASIA-Face100 (100-20)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:06.000Z Evaluation of face recognition performance on the CASIA-Face100 dataset using the (100-20) configuration, reporting metrics such as H-measure, Accuracy (Accr), and Accuracy (Accf). 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-Face100 (100-20) | | 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. - [H-measure](): Higher is better; unit: PERCENT. - [Accuracy (Accf)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Accr) | Result date | Report paper | | --- | --- | --- | --- | | Pre-train | 74.6 | Not recorded | 68fa74251e209131cea5ff6b | | GS-LORA | 72.1 | Not recorded | 68fa74251e209131cea5ff6b | | SCRUB-S | 69.6 | Not recorded | 68fa74251e209131cea5ff6b | | SCRUB | 63.1 | Not recorded | 68fa74251e209131cea5ff6b | | DER++ | 62.8 | Not recorded | 68fa74251e209131cea5ff6b | | DER | 62.7 | Not recorded | 68fa74251e209131cea5ff6b | | L2\* | 61.9 | Not recorded | 68fa74251e209131cea5ff6b | | EWC\* | 61 | Not recorded | 68fa74251e209131cea5ff6b | | LwF | 60.9 | Not recorded | 68fa74251e209131cea5ff6b | | MAS\* | 60.7 | Not recorded | 68fa74251e209131cea5ff6b | | LIRF\* | 60.1 | Not recorded | 68fa74251e209131cea5ff6b | | FDR | 59.3 | Not recorded | 68fa74251e209131cea5ff6b | | Retrain | 10.5 | Not recorded | 68fa74251e209131cea5ff6b | ### Pre-train Accuracy (Accr): 74.6. Result ID: 699332893a6c314849145e33. [Reporting paper]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### GS-LORA Accuracy (Accr): 72.1. Result ID: 699332893a6c314849145e3f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### SCRUB-S Accuracy (Accr): 69.6. Result ID: 699332893a6c314849145e3c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### SCRUB Accuracy (Accr): 63.1. Result ID: 699332893a6c314849145e3b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### DER++ Accuracy (Accr): 62.8. Result ID: 699332893a6c314849145e39. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### DER Accuracy (Accr): 62.7. Result ID: 699332893a6c314849145e38. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### L2\* Accuracy (Accr): 61.9. Result ID: 699332893a6c314849145e34. [Reporting paper]() Recorded evaluation configuration: {"Rehearsal Buffer":true}. This record does not assert independent reproduction. ### EWC\* Accuracy (Accr): 61. Result ID: 699332893a6c314849145e35. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rehearsal Buffer":true}. This record does not assert independent reproduction. ### LwF Accuracy (Accr): 60.9. Result ID: 699332893a6c314849145e37. [Reporting paper]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### MAS\* Accuracy (Accr): 60.7. Result ID: 699332893a6c314849145e36. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rehearsal Buffer":true}. This record does not assert independent reproduction. ### LIRF\* Accuracy (Accr): 60.1. Result ID: 699332893a6c314849145e3d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rehearsal Buffer":true}. This record does not assert independent reproduction. ### FDR Accuracy (Accr): 59.3. Result ID: 699332893a6c314849145e3a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### Retrain Accuracy (Accr): 10.5. Result ID: 699332893a6c314849145e3e. [Reporting paper]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. 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