# Image Classification on Shifted CelebA Source: [Image Classification on Shifted CelebA]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:01.388Z Evaluation of image classification performance on the Shifted CelebA dataset, reporting metrics like Worst Accuracy and Average Accuracy. 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 | Image Classification | | Dataset (including any stated split) | Shifted CelebA | | Metric | Worst Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Worst Accuracy](): Higher is better; unit: PERCENT. - [Average Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Worst Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Hierarchical Group DRO | 72.1 | Not recorded | 68fa7bd01e209131cea8aa30 | | LISA | 60.6 | Not recorded | 68fa7bd01e209131cea8aa30 | | GroupDRO | 59.8 | Not recorded | 68fa7bd01e209131cea8aa30 | | PDE | 56.3 | Not recorded | 68fa7bd01e209131cea8aa30 | | DFRtr | 50.3 | Not recorded | 68fa7bd01e209131cea8aa30 | ### Hierarchical Group DRO Worst Accuracy: 72.1. Result ID: 699a3aa75698665ec4c10a3e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Group label":true}. This record does not assert independent reproduction. ### LISA Worst Accuracy: 60.6. Result ID: 699a3aa75698665ec4c10a3b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Group label":true}. This record does not assert independent reproduction. ### GroupDRO Worst Accuracy: 59.8. Result ID: 699a3aa75698665ec4c10a3a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Group label":true}. This record does not assert independent reproduction. ### PDE Worst Accuracy: 56.3. Result ID: 699a3aa75698665ec4c10a3d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Group label":true}. This record does not assert independent reproduction. ### DFRtr Worst Accuracy: 50.3. Result ID: 699a3aa75698665ec4c10a3c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Group label":true}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.