# Face Recognition on CASIA-Face (100-90) Source: [Face Recognition on CASIA-Face (100-90)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:29:52.109Z Evaluation of face recognition performance on the CASIA-Face (100-90) dataset, reporting H, Accuracy (Accr), and Accuracy F-measure (Accf) 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 (100-90) | | Metric | Accuracy | | 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](): Higher is better; unit: PERCENT. - [H-Score](): Higher is better; unit: PERCENT. - [Accuracy F-measure](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Pre-train | 73.8 | Not recorded | 68fa74251e209131cea5ff6b | | GS-LORA | 70.5 | Not recorded | 68fa74251e209131cea5ff6b | | DER++ | 57 | Not recorded | 68fa74251e209131cea5ff6b | | FDR | 44.9 | Not recorded | 68fa74251e209131cea5ff6b | | DER | 42.5 | Not recorded | 68fa74251e209131cea5ff6b | | L2\* | 42.2 | Not recorded | 68fa74251e209131cea5ff6b | | LwF | 38.4 | Not recorded | 68fa74251e209131cea5ff6b | | LIRF\* | 34.9 | Not recorded | 68fa74251e209131cea5ff6b | | EWC\* | 33.6 | Not recorded | 68fa74251e209131cea5ff6b | | MAS\* | 30 | Not recorded | 68fa74251e209131cea5ff6b | | SCRUB-S | 10.9 | Not recorded | 68fa74251e209131cea5ff6b | | SCRUB | 10.4 | Not recorded | 68fa74251e209131cea5ff6b | | Retrain | 5.1 | Not recorded | 68fa74251e209131cea5ff6b | ### Pre-train Accuracy: 73.8. Result ID: 699332893a6c314849145e26. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GS-LORA Accuracy: 70.5. Result ID: 699332893a6c314849145e32. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tunable Ratio":"1.28%"}. This record does not assert independent reproduction. ### DER++ Accuracy: 57. Result ID: 699332893a6c314849145e2c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### FDR Accuracy: 44.9. Result ID: 699332893a6c314849145e2d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### DER Accuracy: 42.5. Result ID: 699332893a6c314849145e2b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### L2\* Accuracy: 42.2. Result ID: 699332893a6c314849145e27. [Reporting paper]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### LwF Accuracy: 38.4. Result ID: 699332893a6c314849145e2a. [Reporting paper]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### LIRF\* Accuracy: 34.9. Result ID: 699332893a6c314849145e30. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tunable Ratio":"50.66%"}. This record does not assert independent reproduction. ### EWC\* Accuracy: 33.6. Result ID: 699332893a6c314849145e28. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### MAS\* Accuracy: 30. Result ID: 699332893a6c314849145e29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### SCRUB-S Accuracy: 10.9. Result ID: 699332893a6c314849145e2f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### SCRUB Accuracy: 10.4. Result ID: 699332893a6c314849145e2e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tunable Ratio":"99.73%"}. This record does not assert independent reproduction. ### Retrain Accuracy: 5.1. Result ID: 699332893a6c314849145e31. [Reporting paper]() Recorded evaluation configuration: {"Tunable Ratio":"100.00%"}. This record does not assert independent reproduction. Page 1 of 1. 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