# Image Classification on MNIST to Fashion MNIST (test) Source: [Image Classification on MNIST to Fashion MNIST (test)]() Collection index: [llms.txt]() Data updated: 2026-03-13T06:50:00.582Z Evaluation of Image Classification performance on the test split of Fashion MNIST, specifically when the model originates from training on the 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) | MNIST to Fashion MNIST (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 | | --- | --- | --- | --- | | SWB1DG | 74.1 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | SOTDD | 72 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | Trained on Q | 71.1 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | SOTDD | 67.7 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | SWB1DG | 66 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | SWB1DG | 65.5 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | SOTDD | 64.5 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | OTDD | 64 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | OTDD | 59.7 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | Trained on Q | 53.9 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | SOTDD | 43.4 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | SWB1DG | 41.3 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | Trained on Q | 38.5 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | OTDD | 30.5 | Not recorded | 68fa5e5a1e209131ce9e19f0 | | Trained on Q | 26 | Not recorded | 68fa5e5a1e209131ce9e19f0 | ### SWB1DG Accuracy: 74.1. Result ID: 69b3b37b47f34ce9249d19a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"100"}. This record does not assert independent reproduction. ### SOTDD Accuracy: 72. Result ID: 69b3b37b47f34ce9249d19a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"100"}. This record does not assert independent reproduction. ### Trained on Q Accuracy: 71.1. Result ID: 69b3b37b47f34ce9249d1999. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"100"}. This record does not assert independent reproduction. ### SOTDD Accuracy: 67.7. Result ID: 69b3b37b47f34ce9249d19a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"10"}. This record does not assert independent reproduction. ### SWB1DG Accuracy: 66. Result ID: 69b3b37b47f34ce9249d199f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"10"}. This record does not assert independent reproduction. ### SWB1DG Accuracy: 65.5. Result ID: 69b3b37b47f34ce9249d199e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"5"}. This record does not assert independent reproduction. ### SOTDD Accuracy: 64.5. Result ID: 69b3b37b47f34ce9249d19a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"5"}. This record does not assert independent reproduction. ### OTDD Accuracy: 64. Result ID: 69b3b37b47f34ce9249d199c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"10"}. This record does not assert independent reproduction. ### OTDD Accuracy: 59.7. Result ID: 69b3b37b47f34ce9249d199b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"5"}. This record does not assert independent reproduction. ### Trained on Q Accuracy: 53.9. Result ID: 69b3b37b47f34ce9249d1998. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"10"}. This record does not assert independent reproduction. ### SOTDD Accuracy: 43.4. Result ID: 69b3b37b47f34ce9249d19a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"1"}. This record does not assert independent reproduction. ### SWB1DG Accuracy: 41.3. Result ID: 69b3b37b47f34ce9249d199d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"1"}. This record does not assert independent reproduction. ### Trained on Q Accuracy: 38.5. Result ID: 69b3b37b47f34ce9249d1997. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"5"}. This record does not assert independent reproduction. ### OTDD Accuracy: 30.5. Result ID: 69b3b37b47f34ce9249d199a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"1"}. This record does not assert independent reproduction. ### Trained on Q Accuracy: 26. Result ID: 69b3b37b47f34ce9249d1996. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.