# Image Classification on CIFAR100 (RTA Target Accuracy Scores) Source: [Image Classification on CIFAR100 (RTA Target Accuracy Scores)]() Collection index: [llms.txt]() Data updated: 2026-05-19T10:52:22.450Z Evaluation of Image Classification performance on the CIFAR-100 dataset, reporting scores across various target accuracy thresholds using the RTA methodology. 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) | CIFAR100 | | Metric | RTA Score (15% Target Acc) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [RTA Score (15% Target Acc)](): Higher is better; unit: SCALAR. - [RTA Score (30% Target Acc)](): Higher is better; unit: SCALAR. - [RTA Score (45% Target Acc)](): Higher is better; unit: SCALAR. - [RTA Score (60% Target Acc)](): Higher is better; unit: SCALAR. ## Recorded results | Method | RTA Score (15% Target Acc) | Result date | Report paper | | --- | --- | --- | --- | | FedAvg | 36 | Not recorded | 6a0beee3dbc836b87d82c7b6 | | MergeSFL | 33 | Not recorded | 6a0beee3dbc836b87d82c7b6 | | FAVD | 30 | Not recorded | 6a0beee3dbc836b87d82c7b6 | | BESplit | 29 | Not recorded | 6a0beee3dbc836b87d82c7b6 | | FedAvg | 16 | Not recorded | 6a0beee3dbc836b87d82c7b6 | | MergeSFL | 15 | Not recorded | 6a0beee3dbc836b87d82c7b6 | | FAVD | 14 | Not recorded | 6a0beee3dbc836b87d82c7b6 | | BESplit | 13 | Not recorded | 6a0beee3dbc836b87d82c7b6 | ### FedAvg RTA Score (15% Target Acc): 36. Result ID: 6a0c406bfbc373592c031bcd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution":"NIID"}. This record does not assert independent reproduction. ### MergeSFL RTA Score (15% Target Acc): 33. Result ID: 6a0c406bfbc373592c031bd1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution":"NIID"}. This record does not assert independent reproduction. ### FAVD RTA Score (15% Target Acc): 30. Result ID: 6a0c406bfbc373592c031bcf. [Reporting paper]() Recorded evaluation configuration: {"Data Distribution":"NIID"}. This record does not assert independent reproduction. ### BESplit RTA Score (15% Target Acc): 29. Result ID: 6a0c406bfbc373592c031bd3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution":"NIID"}. This record does not assert independent reproduction. ### FedAvg RTA Score (15% Target Acc): 16. Result ID: 6a0c406bfbc373592c031bcc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution":"Uniform"}. This record does not assert independent reproduction. ### MergeSFL RTA Score (15% Target Acc): 15. Result ID: 6a0c406bfbc373592c031bd0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution":"Uniform"}. This record does not assert independent reproduction. ### FAVD RTA Score (15% Target Acc): 14. Result ID: 6a0c406bfbc373592c031bce. [Reporting paper]() Recorded evaluation configuration: {"Data Distribution":"Uniform"}. This record does not assert independent reproduction. ### BESplit RTA Score (15% Target Acc): 13. Result ID: 6a0c406bfbc373592c031bd2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Distribution":"Uniform"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.