# Image Classification on CIFAR-100 Dirichlet alpha=0.3 (test) Source: [Image Classification on CIFAR-100 Dirichlet alpha=0.3 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-10T12:49:20.109Z Evaluation of Image Classification performance on the CIFAR-100 dataset partitioned using a Dirichlet non-IID distribution setting where alpha=0.3, measured by Global and Local Accuracy. 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) | CIFAR-100 Dirichlet alpha=0.3 (test) | | Metric | Global Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Global Accuracy](): Higher is better; unit: PERCENT. - [Local Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Global Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FedAvg | 15.31 | Not recorded | 69afa5bb2d603e6de3e43e7c | | FedPrism | 13.64 | Not recorded | 69afa5bb2d603e6de3e43e7c | | IFCA | 8.61 | Not recorded | 69afa5bb2d603e6de3e43e7c | | Local | 5 | Not recorded | 69afa5bb2d603e6de3e43e7c | | FedClust | 4.17 | Not recorded | 69afa5bb2d603e6de3e43e7c | | FedAMP | 3.33 | Not recorded | 69afa5bb2d603e6de3e43e7c | | FedCFL | 1.39 | Not recorded | 69afa5bb2d603e6de3e43e7c | ### FedAvg Global Accuracy: 15.31. Result ID: 69b0133a6dbb7075b95a07ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### FedPrism Global Accuracy: 13.64. Result ID: 69b0133a6dbb7075b95a07ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### IFCA Global Accuracy: 8.61. Result ID: 69b0133a6dbb7075b95a07ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### Local Global Accuracy: 5. Result ID: 69b0133a6dbb7075b95a07f3. [Reporting paper]() Recorded evaluation configuration: {"Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### FedClust Global Accuracy: 4.17. Result ID: 69b0133a6dbb7075b95a07f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### FedAMP Global Accuracy: 3.33. Result ID: 69b0133a6dbb7075b95a07f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### FedCFL Global Accuracy: 1.39. Result ID: 69b0133a6dbb7075b95a07f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.