# Image Classification on FMNIST Medium Source: [Image Classification on FMNIST Medium]() Collection index: [llms.txt]() Data updated: 2026-06-02T11:37:08.625Z Evaluation of Image Classification performance on the FMNIST Medium subset, reporting PM and GM metrics. 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) | FMNIST Medium | | Metric | GM | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [GM](): Higher is better; unit: PERCENT. - [PM](): Higher is better; unit: PERCENT. ## Recorded results | Method | GM | Result date | Report paper | | --- | --- | --- | --- | | Fedprox | 83.92 | Not recorded | 68fa6eb11e209131cea41815 | | FedAvg | 83.9 | Not recorded | 68fa6eb11e209131cea41815 | | FedPA | 83.71 | Not recorded | 68fa6eb11e209131cea41815 | | pFedMe | 83.45 | Not recorded | 68fa6eb11e209131cea41815 | | pFedBayes | 82.46 | Not recorded | 68fa6eb11e209131cea41815 | | pFedBayes | 82.43 | Not recorded | 68fa6eb11e209131cea41815 | | BNFed | 69.68 | Not recorded | 68fa6eb11e209131cea41815 | ### Fedprox GM: 83.92. Result ID: 6a1ebffcfbc373592c1a0dad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FedAvg GM: 83.9. Result ID: 6a1ebffcfbc373592c1a0dac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FedPA GM: 83.71. Result ID: 6a1ebffcfbc373592c1a0daf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### pFedMe GM: 83.45. Result ID: 6a1ebffcfbc373592c1a0db1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### pFedBayes GM: 82.46. Result ID: 6a1ebffcfbc373592c1a0db4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Global rounds":"400"}. This record does not assert independent reproduction. ### pFedBayes GM: 82.43. Result ID: 6a1ebffcfbc373592c1a0db5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Global rounds":"800"}. This record does not assert independent reproduction. ### BNFed GM: 69.68. Result ID: 6a1ebffcfbc373592c1a0dae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.