# Image Classification on Colored Fashion MNIST (test) Source: [Image Classification on Colored Fashion MNIST (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:36.708Z Evaluation of Image Classification performance on the test split of the Colored Fashion MNIST dataset. 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) | Colored Fashion MNIST (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | OPTIMAL | 75 | Not recorded | 68fa67361e209131cea14d1e | | ERM GRAYSCALE | 74.67 | Not recorded | 68fa67361e209131cea14d1e | | V-IRM GAME | 70.19 | Not recorded | 68fa67361e209131cea14d1e | | F-IRM GAME | 69.25 | Not recorded | 68fa67361e209131cea14d1e | | IRM | 55.25 | Not recorded | 68fa67361e209131cea14d1e | | ERM 1 | 33.34 | Not recorded | 68fa67361e209131cea14d1e | | ROBUST MIN MAX | 29.22 | Not recorded | 68fa67361e209131cea14d1e | | ERM | 22.46 | Not recorded | 68fa67361e209131cea14d1e | | ERM 2 | 13.16 | Not recorded | 68fa67361e209131cea14d1e | ### OPTIMAL Accuracy: 75. Result ID: 698d1f2e8b517eb4331f2af0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ERM GRAYSCALE Accuracy: 74.67. Result ID: 698d1f2e8b517eb4331f2aef. [Reporting paper]() Recorded evaluation configuration: {"data\_preprocessing":"grayscale"}. This record does not assert independent reproduction. ### V-IRM GAME Accuracy: 70.19. Result ID: 698d1f2e8b517eb4331f2aed. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### F-IRM GAME Accuracy: 69.25. Result ID: 698d1f2e8b517eb4331f2aec. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IRM Accuracy: 55.25. Result ID: 698d1f2e8b517eb4331f2aee. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ERM 1 Accuracy: 33.34. Result ID: 698d1f2e8b517eb4331f2ae9. [Reporting paper]() Recorded evaluation configuration: {"environment":"1"}. This record does not assert independent reproduction. ### ROBUST MIN MAX Accuracy: 29.22. Result ID: 698d1f2e8b517eb4331f2aeb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ERM Accuracy: 22.46. Result ID: 698d1f2e8b517eb4331f2ae8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ERM 2 Accuracy: 13.16. Result ID: 698d1f2e8b517eb4331f2aea. [Reporting paper]() Recorded evaluation configuration: {"environment":"2"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.