# Image Classification on F-MNIST 500x2 Source: [Image Classification on F-MNIST 500x2]() Collection index: [llms.txt]() Data updated: 2026-05-12T11:51:42.320Z Evaluation of Image Classification performance on the F-MNIST 500x2 dataset variant. 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) | F-MNIST 500x2 | | Metric | Final 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 - [Final Accuracy](): Higher is better; unit: PERCENT. - [Accuracy Gap (pp)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Final Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FedF-ADMM | 83.9 | Not recorded | 6a02b465dbc836b87d824aca | | CMFD | 78.4 | Not recorded | 6a02b465dbc836b87d824aca | | DecFedProx | 69.7 | Not recorded | 6a02b465dbc836b87d824aca | | DecFedAvg | 65.9 | Not recorded | 6a02b465dbc836b87d824aca | | DFedAvgM | 51.6 | Not recorded | 6a02b465dbc836b87d824aca | | DFedADMM | 40.3 | Not recorded | 6a02b465dbc836b87d824aca | ### FedF-ADMM Final Accuracy: 83.9. Result ID: 6a0313f147f34ce924e703ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMFD Final Accuracy: 78.4. Result ID: 6a0313f147f34ce924e703cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DecFedProx Final Accuracy: 69.7. Result ID: 6a0313f147f34ce924e703ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DecFedAvg Final Accuracy: 65.9. Result ID: 6a0313f147f34ce924e703c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DFedAvgM Final Accuracy: 51.6. Result ID: 6a0313f147f34ce924e703cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DFedADMM Final Accuracy: 40.3. Result ID: 6a0313f147f34ce924e703cc. [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.