# Image Classification on Camelyon17 (test) Source: [Image Classification on Camelyon17 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-15T08:48:16.642Z Evaluation of Image Classification performance on the test split of the Camelyon17 dataset, reporting hierarchical metrics (Hosp0 through Hosp4) and the overall average. 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) | Camelyon17 (test) | | Metric | Hosp0 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [Hosp0 Accuracy](): Higher is better; unit: PERCENT. - [Hosp1 Accuracy](): Higher is better; unit: PERCENT. - [Hosp2 Accuracy](): Higher is better; unit: PERCENT. - [Hosp3 Accuracy](): Higher is better; unit: PERCENT. - [Hosp4 Accuracy](): Higher is better; unit: PERCENT. - [Average Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Hosp0 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FedStain | 96.9 | Not recorded | 6a06a87fdbc836b87d829fa8 | | FedAlign | 96.44 | Not recorded | 6a06a87fdbc836b87d829fa8 | | FedAlign | 95.88 | Not recorded | 6a06a87fdbc836b87d829fa8 | | FedStain | 95.25 | Not recorded | 6a06a87fdbc836b87d829fa8 | | FedCCRL | 94.93 | Not recorded | 6a06a87fdbc836b87d829fa8 | | FedCCRL | 94.89 | Not recorded | 6a06a87fdbc836b87d829fa8 | | FedProx | 90.67 | Not recorded | 6a06a87fdbc836b87d829fa8 | | Strap | 89.61 | Not recorded | 6a06a87fdbc836b87d829fa8 | | Strap | 87.78 | Not recorded | 6a06a87fdbc836b87d829fa8 | | FedAvg | 87.37 | Not recorded | 6a06a87fdbc836b87d829fa8 | | FedProx | 86.29 | Not recorded | 6a06a87fdbc836b87d829fa8 | | FedAvg | 78.96 | Not recorded | 6a06a87fdbc836b87d829fa8 | ### FedStain Hosp0 Accuracy: 96.9. Result ID: 6a06ddc047f34ce924ee9c31. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction. ### FedAlign Hosp0 Accuracy: 96.44. Result ID: 6a06ddc047f34ce924ee9c29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### FedAlign Hosp0 Accuracy: 95.88. Result ID: 6a06ddc047f34ce924ee9c2f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction. ### FedStain Hosp0 Accuracy: 95.25. Result ID: 6a06ddc047f34ce924ee9c2b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### FedCCRL Hosp0 Accuracy: 94.93. Result ID: 6a06ddc047f34ce924ee9c2e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction. ### FedCCRL Hosp0 Accuracy: 94.89. Result ID: 6a06ddc047f34ce924ee9c28. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### FedProx Hosp0 Accuracy: 90.67. Result ID: 6a06ddc047f34ce924ee9c2d. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction. ### Strap Hosp0 Accuracy: 89.61. Result ID: 6a06ddc047f34ce924ee9c30. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction. ### Strap Hosp0 Accuracy: 87.78. Result ID: 6a06ddc047f34ce924ee9c2a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### FedAvg Hosp0 Accuracy: 87.37. Result ID: 6a06ddc047f34ce924ee9c26. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### FedProx Hosp0 Accuracy: 86.29. Result ID: 6a06ddc047f34ce924ee9c27. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### FedAvg Hosp0 Accuracy: 78.96. Result ID: 6a06ddc047f34ce924ee9c2c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.