# Image Classification on F-MNIST 1000x1 Source: [Image Classification on F-MNIST 1000x1]() Collection index: [llms.txt]() Data updated: 2026-05-12T11:51:42.358Z Evaluation of Image Classification performance on the F-MNIST 1000x1 subset/version. 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 1000x1 | | 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. - [Accuracy Gap (pp)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FedF-ADMM | 83 | Not recorded | 6a02b465dbc836b87d824aca | | CMFD | 77.2 | Not recorded | 6a02b465dbc836b87d824aca | | DecFedAvg | 67.7 | Not recorded | 6a02b465dbc836b87d824aca | | DecFedProx | 64.6 | Not recorded | 6a02b465dbc836b87d824aca | | DFedAvgM | 47.5 | Not recorded | 6a02b465dbc836b87d824aca | | DFedADMM | 30.2 | Not recorded | 6a02b465dbc836b87d824aca | ### FedF-ADMM Accuracy: 83. Result ID: 6a0313f147f34ce924e703d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMFD Accuracy: 77.2. Result ID: 6a0313f147f34ce924e703d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DecFedAvg Accuracy: 67.7. Result ID: 6a0313f147f34ce924e703cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DecFedProx Accuracy: 64.6. Result ID: 6a0313f147f34ce924e703d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DFedAvgM Accuracy: 47.5. Result ID: 6a0313f147f34ce924e703d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DFedADMM Accuracy: 30.2. Result ID: 6a0313f147f34ce924e703d2. [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.