# Image Classification on Camelyon17 (target domain) Source: [Image Classification on Camelyon17 (target domain)]() Collection index: [llms.txt]() Data updated: 2026-05-18T08:18:08.356Z Evaluation of Image Classification performance on the Camelyon17 dataset, specifically focusing on the target domain evaluation setting, reporting standard 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) | Camelyon17 (target domain) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 | | --- | --- | --- | --- | | ⋆-CL-CORAL | 91.7 | Not recorded | 6a0a9ce6dbc836b87d82b293 | | ⋆-CL-VREX | 91.5 | Not recorded | 6a0a9ce6dbc836b87d82b293 | | TENT | 91.4 | Not recorded | 6a0a9ce6dbc836b87d82b293 | | ⋆-CL-MMD | 90.1 | Not recorded | 6a0a9ce6dbc836b87d82b293 | | ⋆-CL-Fishr | 89.7 | Not recorded | 6a0a9ce6dbc836b87d82b293 | | ⋆-CL-ANDMask | 89.1 | Not recorded | 6a0a9ce6dbc836b87d82b293 | | Finetune | 86.9 | Not recorded | 6a0a9ce6dbc836b87d82b293 | | CoTTA | 82.5 | Not recorded | 6a0a9ce6dbc836b87d82b293 | | SHOTPP | 67.8 | Not recorded | 6a0a9ce6dbc836b87d82b293 | ### ⋆-CL-CORAL Accuracy: 91.7. Result ID: 6a0aca8447f34ce924f0cf54. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"unsupervised updates":"true"}. This record does not assert independent reproduction. ### ⋆-CL-VREX Accuracy: 91.5. Result ID: 6a0aca8447f34ce924f0cf52. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"unsupervised updates":"true"}. This record does not assert independent reproduction. ### TENT Accuracy: 91.4. Result ID: 6a0aca8447f34ce924f0cf57. [Reporting paper]() Recorded evaluation configuration: {"unsupervised updates":"true"}. This record does not assert independent reproduction. ### ⋆-CL-MMD Accuracy: 90.1. Result ID: 6a0aca8447f34ce924f0cf55. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"unsupervised updates":"true"}. This record does not assert independent reproduction. ### ⋆-CL-Fishr Accuracy: 89.7. Result ID: 6a0aca8447f34ce924f0cf53. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"unsupervised updates":"true"}. This record does not assert independent reproduction. ### ⋆-CL-ANDMask Accuracy: 89.1. Result ID: 6a0aca8447f34ce924f0cf56. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"unsupervised updates":"true"}. This record does not assert independent reproduction. ### Finetune Accuracy: 86.9. Result ID: 6a0aca8447f34ce924f0cf51. [Reporting paper]() Recorded evaluation configuration: {"unsupervised updates":"true"}. This record does not assert independent reproduction. ### CoTTA Accuracy: 82.5. Result ID: 6a0aca8447f34ce924f0cf58. [Reporting paper]() Recorded evaluation configuration: {"unsupervised updates":"true"}. This record does not assert independent reproduction. ### SHOTPP Accuracy: 67.8. Result ID: 6a0aca8447f34ce924f0cf59. [Reporting paper]() Recorded evaluation configuration: {"unsupervised updates":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.