# Image Classification on CIFAR-100 Second Session Transition 1.0 Source: [Image Classification on CIFAR-100 Second Session Transition 1.0]() Collection index: [llms.txt]() Data updated: 2026-06-09T09:23:53.019Z Evaluation of Image Classification performance on the CIFAR-100 Second Session Transition 1.0 dataset, reporting Proposed, Continuous, Previous, and Average scores. 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 Second Session Transition 1.0 | | Metric | Proposed Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Proposed Score](): Higher is better; unit: PERCENT. - [Continuous Score](): Higher is better; unit: PERCENT. - [Previous Score](): Higher is better; unit: PERCENT. - [Average Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Proposed Score | Result date | Report paper | | --- | --- | --- | --- | | FedACG | 53.52 | Not recorded | 68fa79061e209131cea7bc24 | | FedACG | 51.73 | Not recorded | 68fa79061e209131cea7bc24 | | SCAFFOLD | 51.28 | Not recorded | 68fa79061e209131cea7bc24 | | FedACG | 49.57 | Not recorded | 68fa79061e209131cea7bc24 | | SCAFFOLD | 49.4 | Not recorded | 68fa79061e209131cea7bc24 | | SCAFFOLD | 47.6 | Not recorded | 68fa79061e209131cea7bc24 | | MOON | 47.27 | Not recorded | 68fa79061e209131cea7bc24 | | FedACG | 47.07 | Not recorded | 68fa79061e209131cea7bc24 | | FedProx | 46.87 | Not recorded | 68fa79061e209131cea7bc24 | | SCAFFOLD | 45.03 | Not recorded | 68fa79061e209131cea7bc24 | | MOON | 44.46 | Not recorded | 68fa79061e209131cea7bc24 | | FedProx | 44.18 | Not recorded | 68fa79061e209131cea7bc24 | | MOON | 41.25 | Not recorded | 68fa79061e209131cea7bc24 | | FedProx | 41.11 | Not recorded | 68fa79061e209131cea7bc24 | | MOON | 38.74 | Not recorded | 68fa79061e209131cea7bc24 | | FedProx | 38.38 | Not recorded | 68fa79061e209131cea7bc24 | ### FedACG Proposed Score: 53.52. Result ID: 6a27db5cfbc373592c24ea5f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Overlap":"0.2","Dirichlet alpha":"0.7"}. This record does not assert independent reproduction. ### FedACG Proposed Score: 51.73. Result ID: 6a27db5cfbc373592c24ea5b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Overlap":"0.2","Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### SCAFFOLD Proposed Score: 51.28. Result ID: 6a27db5cfbc373592c24ea5e. [Reporting paper]() Recorded evaluation configuration: {"Overlap":"0.2","Dirichlet alpha":"0.7"}. This record does not assert independent reproduction. ### FedACG Proposed Score: 49.57. Result ID: 6a27db5cfbc373592c24ea57. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Overlap":"0.0","Dirichlet alpha":"0.7"}. This record does not assert independent reproduction. ### SCAFFOLD Proposed Score: 49.4. Result ID: 6a27db5cfbc373592c24ea5a. [Reporting paper]() Recorded evaluation configuration: {"Overlap":"0.2","Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### SCAFFOLD Proposed Score: 47.6. Result ID: 6a27db5cfbc373592c24ea56. [Reporting paper]() Recorded evaluation configuration: {"Overlap":"0.0","Dirichlet alpha":"0.7"}. This record does not assert independent reproduction. ### MOON Proposed Score: 47.27. Result ID: 6a27db5cfbc373592c24ea5c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Overlap":"0.2","Dirichlet alpha":"0.7"}. This record does not assert independent reproduction. ### FedACG Proposed Score: 47.07. Result ID: 6a27db5cfbc373592c24ea53. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Overlap":"0.0","Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### FedProx Proposed Score: 46.87. Result ID: 6a27db5cfbc373592c24ea5d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Overlap":"0.2","Dirichlet alpha":"0.7"}. This record does not assert independent reproduction. ### SCAFFOLD Proposed Score: 45.03. Result ID: 6a27db5cfbc373592c24ea52. [Reporting paper]() Recorded evaluation configuration: {"Overlap":"0.0","Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### MOON Proposed Score: 44.46. Result ID: 6a27db5cfbc373592c24ea58. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Overlap":"0.2","Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### FedProx Proposed Score: 44.18. Result ID: 6a27db5cfbc373592c24ea59. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Overlap":"0.2","Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### MOON Proposed Score: 41.25. Result ID: 6a27db5cfbc373592c24ea54. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Overlap":"0.0","Dirichlet alpha":"0.7"}. This record does not assert independent reproduction. ### FedProx Proposed Score: 41.11. Result ID: 6a27db5cfbc373592c24ea55. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Overlap":"0.0","Dirichlet alpha":"0.7"}. This record does not assert independent reproduction. ### MOON Proposed Score: 38.74. Result ID: 6a27db5cfbc373592c24ea50. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Overlap":"0.0","Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. ### FedProx Proposed Score: 38.38. Result ID: 6a27db5cfbc373592c24ea51. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Overlap":"0.0","Dirichlet alpha":"0.3"}. This record does not assert independent reproduction. Page 1 of 1. 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