# Breast Cancer Metastases Classification on Camelyon17-WILDS (test) Source: [Breast Cancer Metastases Classification on Camelyon17-WILDS (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:38:58.970Z Evaluation of breast cancer metastases classification performance on the test split of the Camelyon17-WILDS dataset, reporting Accuracy and F1 scores broken down by five specific centers (1, 3, 4, 5). 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 | Breast cancer metastases classification | | Dataset (including any stated split) | Camelyon17-WILDS (test) | | Metric | Center 1 Accuracy | | Unit | PERCENT | | 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 - [Center 1 Accuracy](): Higher is better; unit: PERCENT. - [Center 1 F1 Score](): Higher is better; unit: PERCENT. - [Center 3 Accuracy](): Higher is better; unit: PERCENT. - [Center 3 F1 Score](): Higher is better; unit: PERCENT. - [Center 4 Accuracy](): Higher is better; unit: PERCENT. - [Center 4 F1 Score](): Higher is better; unit: PERCENT. - [Center 5 Accuracy](): Higher is better; unit: PERCENT. - [Center 5 F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Center 1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | VL2V\* + DIPT | 96.85 | Not recorded | 692d2159d6b0dd3342931a10 | | VL2V\* | 96.32 | Not recorded | 692d2159d6b0dd3342931a10 | | RISE + DIPT | 95.98 | Not recorded | 692d2159d6b0dd3342931a10 | | KD | 93.94 | Not recorded | 692d2159d6b0dd3342931a10 | | VL2V + DIPT | 93.85 | Not recorded | 692d2159d6b0dd3342931a10 | | VL2V | 93.24 | Not recorded | 692d2159d6b0dd3342931a10 | | RISE | 90.16 | Not recorded | 692d2159d6b0dd3342931a10 | | Agg. prompt Zero-Shot | 81.89 | Not recorded | 692d2159d6b0dd3342931a10 | ### VL2V\* + DIPT Center 1 Accuracy: 96.85. Result ID: 6995e0783badfaffe6e7c86e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-based student"}. This record does not assert independent reproduction. ### VL2V\* Center 1 Accuracy: 96.32. Result ID: 6995e0783badfaffe6e7c86d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-based student"}. This record does not assert independent reproduction. ### RISE + DIPT Center 1 Accuracy: 95.98. Result ID: 6995e0783badfaffe6e7c86a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### KD Center 1 Accuracy: 93.94. Result ID: 6995e0783badfaffe6e7c868. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### VL2V + DIPT Center 1 Accuracy: 93.85. Result ID: 6995e0783badfaffe6e7c86c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### VL2V Center 1 Accuracy: 93.24. Result ID: 6995e0783badfaffe6e7c86b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### RISE Center 1 Accuracy: 90.16. Result ID: 6995e0783badfaffe6e7c869. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Agg. prompt Zero-Shot Center 1 Accuracy: 81.89. Result ID: 6995e0783badfaffe6e7c867. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Evaluation Protocol":"Zero-Shot"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.