# Image Classification on Fashion-MNIST (test) (kNN and SR) Source: [Image Classification on Fashion-MNIST (test) (kNN and SR)]() Collection index: [llms.txt]() Data updated: 2026-05-07T07:56:02.104Z Evaluation of Image Classification performance on the test split of the Fashion-MNIST dataset, specifically reporting metrics derived from kNN and SR methodologies. 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) | Fashion-MNIST (test) | | Metric | kNN Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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 - [kNN Accuracy](): Higher is better; unit: PERCENT. - [SR Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | kNN Accuracy | Result date | Report paper | | --- | --- | --- | --- | | PiNDA | 79.35 | Not recorded | 68fa74811e209131cea62036 | | PiNDA | 79.08 | Not recorded | 68fa74811e209131cea62036 | | Random | 78.44 | Not recorded | 68fa74811e209131cea62036 | | SimCL | 67 | Not recorded | 68fa74811e209131cea62036 | ### PiNDA kNN Accuracy: 79.35. Result ID: 69fc454847f34ce924dec0fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"batch size":"256","setting":"mu=0"}. This record does not assert independent reproduction. ### PiNDA kNN Accuracy: 79.08. Result ID: 69fc454847f34ce924dec0fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"batch size":"256","setting":"mu!=0"}. This record does not assert independent reproduction. ### Random kNN Accuracy: 78.44. Result ID: 69fc454847f34ce924dec0fa. [Reporting paper]() Recorded evaluation configuration: {"batch size":"256"}. This record does not assert independent reproduction. ### SimCL kNN Accuracy: 67. Result ID: 69fc454847f34ce924dec0f9. [Reporting paper]() Recorded evaluation configuration: {"batch size":"256"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.