# Gender Classification on FairFace level-5 Gaussian noise corrupted (test) Source: [Gender Classification on FairFace level-5 Gaussian noise corrupted (test)]() Collection index: [llms.txt]() Data updated: 2026-06-23T06:34:55.399Z Evaluation of Gender Classification performance on the test split of the FairFace dataset specifically corrupted with level-5 Gaussian noise. 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 | Gender Classification | | Dataset (including any stated split) | FairFace level-5 Gaussian noise corrupted (test) | | Metric | Accuracy (s+) | | 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 (s+)](): Higher is better; unit: PERCENT. - [Delta p (s+)](): Lower is better; unit: SCALAR. - [Accuracy (s-)](): Higher is better; unit: PERCENT. - [Delta p (s-)](): Lower is better; unit: SCALAR. - [Accuracy](): Higher is better; unit: PERCENT. - [Delta Accuracy](): Lower is better; unit: PERCENT. - [Delta p](): Lower is better; unit: PERCENT. ## Recorded results | Method | Accuracy (s+) | Result date | Report paper | | --- | --- | --- | --- | | FairSAM | 63.7 | Not recorded | 68fa77be1e209131cea750f9 | | GroupSAM | 62.97 | Not recorded | 68fa77be1e209131cea750f9 | | SAM | 62.09 | Not recorded | 68fa77be1e209131cea750f9 | | MSAM | 60.79 | Not recorded | 68fa77be1e209131cea750f9 | | Vanilla | 56.92 | Not recorded | 68fa77be1e209131cea750f9 | | GroupDRO | 54.92 | Not recorded | 68fa77be1e209131cea750f9 | ### FairSAM Accuracy (s+): 63.7. Result ID: 6a3a2906fbc373592c33ce97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Test Data":"corrupted"}. This record does not assert independent reproduction. ### GroupSAM Accuracy (s+): 62.97. Result ID: 6a3a2906fbc373592c33ce96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Test Data":"corrupted"}. This record does not assert independent reproduction. ### SAM Accuracy (s+): 62.09. Result ID: 6a3a2906fbc373592c33ce94. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Test Data":"corrupted"}. This record does not assert independent reproduction. ### MSAM Accuracy (s+): 60.79. Result ID: 6a3a2906fbc373592c33ce95. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Test Data":"corrupted"}. This record does not assert independent reproduction. ### Vanilla Accuracy (s+): 56.92. Result ID: 6a3a2906fbc373592c33ce92. [Reporting paper]() Recorded evaluation configuration: {"Test Data":"corrupted"}. This record does not assert independent reproduction. ### GroupDRO Accuracy (s+): 54.92. Result ID: 6a3a2906fbc373592c33ce93. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Test Data":"corrupted"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.