# Image Classification on CIFAR10 (test) (Test accuracy %) Source: [Image Classification on CIFAR10 (test) (Test accuracy %)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:14.255Z Evaluation of Image Classification performance on the CIFAR-10 test set, reporting the standard Test accuracy percentage. 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) | CIFAR10 (test) | | Metric | Test 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 - [Test Accuracy (%)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Test Accuracy (%) | Result date | Report paper | | --- | --- | --- | --- | | FedDPSD | 71.12 | Not recorded | 697997faa2b28e761d87cada | | DENSE | 62.19 | Not recorded | 697997faa2b28e761d87cada | | FedADI | 59.34 | Not recorded | 697997faa2b28e761d87cada | | FedDAFL | 58.59 | Not recorded | 697997faa2b28e761d87cada | | FedDF | 53.56 | Not recorded | 697997faa2b28e761d87cada | | FedAVG | 43.67 | Not recorded | 697997faa2b28e761d87cada | ### FedDPSD Test Accuracy (%): 71.12. Result ID: 6999121d5698665ec4780ad1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"Federated learning","Data partition":"Non-IID (Dirichlet, alpha=0.5)","Privacy budget (epsilon)":10}. This record does not assert independent reproduction. ### DENSE Test Accuracy (%): 62.19. Result ID: 6999121d5698665ec4780ad0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"Federated learning","Data partition":"Non-IID (Dirichlet, alpha=0.5)","Privacy budget (epsilon)":10}. This record does not assert independent reproduction. ### FedADI Test Accuracy (%): 59.34. Result ID: 6999121d5698665ec4780acf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"Federated learning","Data partition":"Non-IID (Dirichlet, alpha=0.5)","Privacy budget (epsilon)":10}. This record does not assert independent reproduction. ### FedDAFL Test Accuracy (%): 58.59. Result ID: 6999121d5698665ec4780acd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"Federated learning","Data partition":"Non-IID (Dirichlet, alpha=0.5)","Privacy budget (epsilon)":10}. This record does not assert independent reproduction. ### FedDF Test Accuracy (%): 53.56. Result ID: 6999121d5698665ec4780ace. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"Federated learning","Data partition":"Non-IID (Dirichlet, alpha=0.5)","Privacy budget (epsilon)":10}. This record does not assert independent reproduction. ### FedAVG Test Accuracy (%): 43.67. Result ID: 6999121d5698665ec4780acc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"Federated learning","Data partition":"Non-IID (Dirichlet, alpha=0.5)","Privacy budget (epsilon)":10}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.