# Image Classification on SVHN LDA alpha=0.1 (test) Source: [Image Classification on SVHN LDA alpha=0.1 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:29:33.258Z Evaluation of standard Image Classification performance on the test split of the SVHN dataset configured with LDA alpha=0.1 distribution shift. 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) | SVHN LDA alpha=0.1 (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FedSOL-FT | 95 | Not recorded | 68fa72ac1e209131cea57c06 | | kNN-Per | 92.8 | Not recorded | 68fa72ac1e209131cea57c06 | | FedBabu | 92.7 | Not recorded | 68fa72ac1e209131cea57c06 | | FedSOL-FT | 92.5 | Not recorded | 68fa72ac1e209131cea57c06 | | FedAvg | 92.1 | Not recorded | 68fa72ac1e209131cea57c06 | | FedBabu | 88.7 | Not recorded | 68fa72ac1e209131cea57c06 | | Local-only | 87.4 | Not recorded | 68fa72ac1e209131cea57c06 | | FedAvg | 86.6 | Not recorded | 68fa72ac1e209131cea57c06 | | kNN-Per | 86.4 | Not recorded | 68fa72ac1e209131cea57c06 | | PerFedAvg | 72.4 | Not recorded | 68fa72ac1e209131cea57c06 | | PerFedAvg | 64.1 | Not recorded | 68fa72ac1e209131cea57c06 | ### FedSOL-FT Accuracy: 95. Result ID: 699267e83a6c3148490ebd15. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"e":5}. This record does not assert independent reproduction. ### kNN-Per Accuracy: 92.8. Result ID: 699267e83a6c3148490ebd13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"e":5}. This record does not assert independent reproduction. ### FedBabu Accuracy: 92.7. Result ID: 699267e83a6c3148490ebd11. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"e":5}. This record does not assert independent reproduction. ### FedSOL-FT Accuracy: 92.5. Result ID: 699267e83a6c3148490ebd14. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"e":1}. This record does not assert independent reproduction. ### FedAvg Accuracy: 92.1. Result ID: 699267e83a6c3148490ebd0d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"e":5}. This record does not assert independent reproduction. ### FedBabu Accuracy: 88.7. Result ID: 699267e83a6c3148490ebd10. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"e":1}. This record does not assert independent reproduction. ### Local-only Accuracy: 87.4. Result ID: 699267e83a6c3148490ebd0b. [Reporting paper]() Recorded evaluation configuration: {"e":"-"}. This record does not assert independent reproduction. ### FedAvg Accuracy: 86.6. Result ID: 699267e83a6c3148490ebd0c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"e":1}. This record does not assert independent reproduction. ### kNN-Per Accuracy: 86.4. Result ID: 699267e83a6c3148490ebd12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"e":1}. This record does not assert independent reproduction. ### PerFedAvg Accuracy: 72.4. Result ID: 699267e83a6c3148490ebd0f. [Reporting paper]() Recorded evaluation configuration: {"e":5}. This record does not assert independent reproduction. ### PerFedAvg Accuracy: 64.1. Result ID: 699267e83a6c3148490ebd0e. [Reporting paper]() Recorded evaluation configuration: {"e":1}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.