# Face Recognition on CASIA-Face100 (80-20) Source: [Face Recognition on CASIA-Face100 (80-20)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:24.710Z Evaluation of face recognition performance on the CASIA-Face100 dataset using the 80-20 split configuration, reporting metrics including H-measure and various accuracy scores (Acc\_r, Acc\_f). 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 (80-20) | | Metric | Accuracy (Rank) | | 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 (Rank)](): Higher is better; unit: PERCENT. - [H-Measure](): Higher is better; unit: SCALAR. - [Accuracy (Config F)](): Higher is better; unit: PERCENT. - [Accuracy (Other Config)](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy (Rank) | Result date | Report paper | | --- | --- | --- | --- | | Pre-train | 72.9 | Not recorded | 68fa74251e209131cea5ff6b | | GS-LORA | 71.1 | Not recorded | 68fa74251e209131cea5ff6b | | SCRUB-S | 70.4 | Not recorded | 68fa74251e209131cea5ff6b | | SCRUB | 64.4 | Not recorded | 68fa74251e209131cea5ff6b | | EWC\* | 62.9 | Not recorded | 68fa74251e209131cea5ff6b | | MAS\* | 61.8 | Not recorded | 68fa74251e209131cea5ff6b | | DER++ | 61.7 | Not recorded | 68fa74251e209131cea5ff6b | | L2\* | 60.9 | Not recorded | 68fa74251e209131cea5ff6b | | LwF | 60.8 | Not recorded | 68fa74251e209131cea5ff6b | | DER | 59.8 | Not recorded | 68fa74251e209131cea5ff6b | | LIRF\* | 58.5 | Not recorded | 68fa74251e209131cea5ff6b | | FDR | 58 | Not recorded | 68fa74251e209131cea5ff6b | | Retrain | 9.1 | Not recorded | 68fa74251e209131cea5ff6b | ### Pre-train Accuracy (Rank): 72.9. Result ID: 699332893a6c314849145e40. [Reporting paper]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### GS-LORA Accuracy (Rank): 71.1. Result ID: 699332893a6c314849145e4c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### SCRUB-S Accuracy (Rank): 70.4. Result ID: 699332893a6c314849145e49. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### SCRUB Accuracy (Rank): 64.4. Result ID: 699332893a6c314849145e48. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### EWC\* Accuracy (Rank): 62.9. Result ID: 699332893a6c314849145e42. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rehearsal Buffer":true}. This record does not assert independent reproduction. ### MAS\* Accuracy (Rank): 61.8. Result ID: 699332893a6c314849145e43. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rehearsal Buffer":true}. This record does not assert independent reproduction. ### DER++ Accuracy (Rank): 61.7. Result ID: 699332893a6c314849145e46. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### L2\* Accuracy (Rank): 60.9. Result ID: 699332893a6c314849145e41. [Reporting paper]() Recorded evaluation configuration: {"Rehearsal Buffer":true}. This record does not assert independent reproduction. ### LwF Accuracy (Rank): 60.8. Result ID: 699332893a6c314849145e44. [Reporting paper]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### DER Accuracy (Rank): 59.8. Result ID: 699332893a6c314849145e45. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### LIRF\* Accuracy (Rank): 58.5. Result ID: 699332893a6c314849145e4a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rehearsal Buffer":true}. This record does not assert independent reproduction. ### FDR Accuracy (Rank): 58. Result ID: 699332893a6c314849145e47. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. ### Retrain Accuracy (Rank): 9.1. Result ID: 699332893a6c314849145e4b. [Reporting paper]() Recorded evaluation configuration: {"Rehearsal Buffer":false}. This record does not assert independent reproduction. Page 1 of 1. 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