# Image Classification on Fashion-MNIST alpha=0.1 (test) Source: [Image Classification on Fashion-MNIST alpha=0.1 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:32:17.673Z Evaluation of Image Classification performance on the Fashion-MNIST dataset using the test split under an alpha=0.1 configuration. 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 alpha=0.1 (test) | | Metric | Accuracy | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FedLESAM | 65.76 | Not recorded | 695c96f353fdd5c361743543 | | FedSCAM | 65.41 | Not recorded | 695c96f353fdd5c361743543 | | FedNoLoWe | 57.24 | Not recorded | 695c96f353fdd5c361743543 | | FedWMSAM | 52.68 | Not recorded | 695c96f353fdd5c361743543 | | FedLW | 46.53 | Not recorded | 695c96f353fdd5c361743543 | | FedLWSAM | 42.01 | Not recorded | 695c96f353fdd5c361743543 | ### FedLESAM Accuracy: 65.76. Result ID: 699931d15698665ec49aa54a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Communication Rounds":"10","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### FedSCAM Accuracy: 65.41. Result ID: 699931d15698665ec49aa549. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Communication Rounds":"10","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### FedNoLoWe Accuracy: 57.24. Result ID: 699931d15698665ec49aa54b. [Reporting paper]() Recorded evaluation configuration: {"Communication Rounds":"10","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### FedWMSAM Accuracy: 52.68. Result ID: 699931d15698665ec49aa54c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Communication Rounds":"10","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### FedLW Accuracy: 46.53. Result ID: 699931d15698665ec49aa54d. [Reporting paper]() Recorded evaluation configuration: {"Communication Rounds":"10","Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### FedLWSAM Accuracy: 42.01. Result ID: 699931d15698665ec49aa54e. [Reporting paper]() Recorded evaluation configuration: {"Communication Rounds":"10","Backbone":"ResNet-18"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.